Technology and Health Care - Volume 32, issue 6

Authors: K. P, Ajitha Gladis | D, Roja Ramani | N, Mohana Suganthi | P, Linu Babu

Article Type: Research Article

Abstract: BACKGROUND: Gastrointestinal tract (GIT) diseases impact the entire digestive system, spanning from the mouth to the anus. Wireless Capsule Endoscopy (WCE) stands out as an effective analytic instrument for Gastrointestinal tract diseases. Nevertheless, accurately identifying various lesion features, such as irregular sizes, shapes, colors, and textures, remains challenging in this field. OBJECTIVE: Several computer vision algorithms have been introduced to tackle these challenges, but many relied on handcrafted features, resulting in inaccuracies in various instances. METHODS: In this work, a novel Deep SS-Hexa model is proposed which is a combination two different deep …learning structures for extracting two different features from the WCE images to detect various GIT ailment. The gathered images are denoised by weighted median filter to remove the noisy distortions and augment the images for enhancing the training data. The structural and statistical (SS) feature extraction process is sectioned into two phases for the analysis of distinct regions of gastrointestinal. In the first stage, statistical features of the image are retrieved using MobileNet with the support of SiLU activation function to retrieve the relevant features. In the second phase, the segmented intestine images are transformed into structural features to learn the local information. These SS features are parallelly fused for selecting the best relevant features with walrus optimization algorithm. Finally, Deep belief network (DBN) is used classified the GIT diseases into hexa classes namely normal, ulcer, pylorus, cecum, esophagitis and polyps on the basis of the selected features. RESULTS: The proposed Deep SS-Hexa model attains an overall average accuracy of 99.16% in GIT disease detection based on KVASIR and KID datasets. The proposed Deep SS-Hexa model achieves high level of accuracy with minimal computational cost in the recognition of GIT illness. CONCLUSIONS: The proposed Deep SS-Hexa Model progresses the overall accuracy range of 0.04%, 0.80% better than GastroVision, Genetic algorithm based on KVASIR dataset and 0.60%, 1.21% better than Modified U-Net, WCENet based on KID dataset respectively. Show more

Keywords: Gastrointestinal tract, wireless capsule endoscopy, mobile network, structural and statistical features, deep belief network

DOI: 10.3233/THC-240603

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4453-4473, 2024

Authors: Teng, Xiaohuan | Sun, Yanrong | Zhao, Landi | Kang, Yingxian

Article Type: Research Article

Abstract: BACKGROUND: In 2019, approximately 330 million individuals in China were affected by cardiovascular diseases, with 11.4 million cases specifically attributed to coronary artery disease (CAD). A national public health report indicated that the mortality rate for CAD ranged from 121.59 to 130.14 per 100,000 individuals in 2019. The treatments for CAD include lifestyle changes, medications, percutaneous coronary intervention (PCI) and coronary artery bypass grafting. OBJECTIVE: To investigate the management effect of a digital health program in patients with coronary artery disease (CAD) after percutaneous coronary intervention (PCI). METHODS: This retrospective study compares …blood pressure, blood glucose, low-density lipoprotein cholesterol (LDL-C), medication adherence, lifestyle modification, and readmission rate between digital health users and traditional follow-up in post-PCI CAD patients. RESULTS: In this study of 698 CAD patients, the 6-month readmission rate of all patients was 27.4%, with digital health users showing lower rates than those in traditional follow-up (22.6% vs. 32.1%, p = 0.005). Digital health users had significantly higher target achievements rates in blood pressure (79.7% vs. 54.7%, p < 0.001), blood glucose (98.9% vs. 82.5%, p < 0.001) and LDL-C level (71.3% vs. 52.7%, p < 0.001) at 6-month post-PCI. The digital health group had more patients adopting lifestyle changes, including quitting smoking, maintaining a healthy diet, and exercising regularly. In risk factor analysis, digital health utilization (OR = 0.60, 95%CI: 0.40–0.90, p = 0.014) and multivessel disease (double: OR = 1.72, 95%CI: 1.09—2.72, p = 0.02; triple: OR = 2.59, 95%CI: 1.61–4.17, p < 0.001) were independent predictors of CAD-related cardiovascular readmissions. CONCLUSIONS: Post-PCI patients using digital health platforms exhibited improved blood pressure, glucose, and LDL-C control, greater treatment adherence, enhanced lifestyle changes, and reduced six-month readmission rates versus those with traditional follow-up. Show more

Keywords: Coronary artery disease, PCI, disease management, digital health

DOI: 10.3233/THC-240621

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4475-4484, 2024

Authors: Radhakrishnan, Menaka | Ramamurthy, Karthik | Shanmugam, Saranya | Prasanna, Gaurav | S, Vignesh | Y, Surya | Won, Daehan

Article Type: Research Article

Abstract: BACKGROUND: Autism Spectrum Disorder (ASD) is a condition with social interaction, communication, and behavioral difficulties. Diagnostic methods mostly rely on subjective evaluations and can lack objectivity. In this research Machine learning (ML) and deep learning (DL) techniques are used to enhance ASD classification. OBJECTIVE: This study focuses on improving ASD and TD classification accuracy with a minimal number of EEG channels. ML and DL models are used with EEG data, including Mu Rhythm from the Sensory Motor Cortex (SMC) for classification. METHODS: Non-linear features in time and frequency domains are extracted and ML …models are applied for classification. The EEG 1D data is transformed into images using Independent Component Analysis-Second Order Blind Identification (ICA-SOBI), Spectrogram, and Continuous Wavelet Transform (CWT). RESULTS: Stacking Classifier employed with non-linear features yields precision, recall, F1-score, and accuracy rates of 78%, 79%, 78%, and 78% respectively. Including entropy and fuzzy entropy features further improves accuracy to 81.4%. In addition, DL models, employing SOBI, CWT, and spectrogram plots, achieve precision, recall, F1-score, and accuracy of 75%, 75%, 74%, and 75% respectively. The hybrid model, which combined deep learning features from spectrogram and CWT with machine learning, exhibits prominent improvement, attained precision, recall, F1-score, and accuracy of 94%, 94%, 94%, and 94% respectively. Incorporating entropy and fuzzy entropy features further improved the accuracy to 96.9%. CONCLUSIONS: This study underscores the potential of ML and DL techniques in improving the classification of ASD and TD individuals, particularly when utilizing a minimal set of EEG channels. Show more

Keywords: Independent component analysis – Second Order Blind Identification (ICA – SOBI), Continuous Wavelet transform (CWT), stacking classifier, hybrid model, spectrogram, electroencephalogram

DOI: 10.3233/THC-240644

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4485-4503, 2024

Authors: Cui, Lin | Zhang, Xueyan | Wen, Yingying | Li, Cuihua | Zhang, Jianyun | Cui, XiWei | Sun, Hao | Chang, Liu

Article Type: Research Article

Abstract: BACKGROUND: Endoscopic submucosal dissection (ESD) is a well-established treatment for gastrointestinal tumors and enables en bloc resection. Adequate counter traction with good visualization is important for safe and effective dissection. OBJECTIVE: Based on magnetic anchor-guided endoscopic submucosal dissection (MAG-ESD), we would like to explore the feasibility of magnetic hydrogel as an internal magnetic anchor that can be injected into the submucosa through an endoscopic needle to assist colonic endoscopic submucosal dissection. METHODS: This prospective trial was conducted on 20 porcine colons ex vivo. We injected magnetic hydrogel into submucosa of the porcine colons …ex vivo for MAG-ESD to evaluate the traction effect and operation satisfaction. RESULTS: Magnetic hydrogel assisted ESD was successfully performed on 20 porcine colons ex vivo. Adequate counter traction with good visualization was successfully obtained during the procedure of dissection. CONCLUSION: Magnetic hydrogel assisted MAG-ESD is feasible and effective. Show more

Keywords: Magnetic surgery, magnetic hydrogel, magnetic anchor-guided endoscopic submucosal dissection, colonic tumorsMain points:•Magnetic hydrogel can play the role of target magnet during ESD, which can provide adequate counter traction with good visualization and effective dissection;•Magnetic hydrogel can make ESD more simple and efficient, shorten the procedure time, improve the endoscopists’ satisfaction, especially for ESD beginners more friendly.

DOI: 10.3233/THC-240653

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4505-4514, 2024

Authors: Zhao, Zhifeng | Yua, Yadong

Article Type: Research Article

Abstract: BACKGROUND: Lung cancer (LC) is one of the leading causes of death worldwide. Treatment methodologies such as chemotherapy and radiotherapy have improved patient survival rates. Nevertheless, these treatments can also lead to adverse reactions and impact patients’ nutritional status and quality of life (QOL). Antibiotics are commonly used for treating infections, but there is still controversy regarding their potential adverse effects on LC patients. OBJECTIVE: This work aimed to investigate the impact of antibiotic adoption on the nutritional status and QOL of LC patients undergoing radiotherapy or chemotherapy, providing valuable insights for the clinical management of …LC. METHODS: A meta-analysis approach was employed to comprehensively evaluate the relationship by synthesizing relevant literature. Published studies were identified through searches in databases such as PubMed, EMBASE, Cochrane Library, Web of Science, and CNKI. The inclusion criteria encompassed randomized controlled trials, cohort studies, and cross-sectional studies. Assessment indicators included patient weight, BMI, hemoglobin levels, and QOL. Meta-analysis was conducted using software such as the Cochrane Collaboration and RevMan5.3. Heterogeneity was evaluated using the Higgins I 2 index, where values between 25% and 50% indicate moderate heterogeneity, and values greater than 50% indicate substantial heterogeneity. RESULTS: 12 eligible studies involving 1,917 patients were finally included. LC patients who received antibiotics during radiotherapy or chemotherapy were found to have a higher risk of malnutrition. The antibiotic group exhibited a more significant decrease in body mass index (BMI) (P < 0.05) and lower serum albumin levels (P < 0.05) versus the control (C) group. Additionally, the overall QOL scores in the antibiotic group were dramatically lower than those in the C group, showing a significant difference with P < 0.05. Sensitivity analysis indicated that the overall conclusions of this work were robust and unbiased. CONCLUSION: Antibiotics in LC patients undergoing radiotherapy or chemotherapy may increase the risk of malnutrition and decrease their QOL. Hence, physicians should carefully consider antibiotics and take necessary preventive measures and supportive treatments to improve LC patients’ nutritional status and QOL. Show more

Keywords: Antibiotics, lung cancer patients, radiotherapy, chemotherapy, nutritional status, quality of life

DOI: 10.3233/THC-240660

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4515-4536, 2024

Authors: Takahashi, Hakuo | Yamashita, Shingo | Yakura, Nobuki

Article Type: Research Article

Abstract: BACKGROUND: Blood pressure (BP) naturally undergoes fluctuations and variations, particularly during anesthesia administration during surgery, hemodialysis, upper and lower gastrointestinal endoscopy, exercise testing, arterial and venous catheterization, and rehabilitation. These changes in BP may lead to life-threatening events. OBJECTIVES: The performance of the Omron HBP-M4500 device in monitoring blood pressure (BP) in the upper arm was validated according to the International Organization for Standardization (ISO) 81060-2:2018+ amendment (Amd) 1:2020 protocol. METHODS: The device was used to assess 113 participants in the inflation mode, and 107 participants in the deflation mode. All …the patients fulfilled the inclusion criteria, including the arm circumference range and systolic and diastolic BP levels, outlined in the protocol. Data validation and analysis were performed according to the manufacturer’s instructions. RESULTS: In criterion 1, the mean ± standard deviation (SD) values of the differences between the test device and reference BP were - 0.6 ± 5.80/2.8 ± 6.78 mmHg (systolic/diastolic) and - 1.0 ± 5.35/3.2 ± 6.52 mmHg for the inflation and deflation modes, respectively. These data fulfilled the ISO81060-2:2018+ Amd1:2020 requirements of ⩽ 5 ± ⁣ ⩽ 8 mmHg. In criterion 2, the differences were - 0.6 ± 4.44/2.8 ± 6.26 and - 1.0 ± 3.84/3.2 ± 6.09 mmHg for the inflation and deflation modes, respectively, fulfilling criterion 2 with SD values of ⩽ 6.91 and ⩽ 6.87 for systolic BP and ⩽ 6.34 and ⩽ 6.14 for diastolic BP in the inflation and deflation modes, respectively. These two criteria were fulfilled in both studies. CONCLUSION: The Omron HBP-M4500 device, either in inflation or deflation mode, fulfilled the criteria outlined in the ISO protocol. Therefore, this device is valuable for BP measurement in clinical and hospital settings. Show more

Keywords: Blood pressure monitoring device, validation study, international protocol

DOI: 10.3233/THC-240676

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4537-4544, 2024

Authors: Mansoor, C.M.M. | Chettri, Sarat Kumar | Naleer, H.M.M.

Article Type: Research Article

Abstract: BACKGROUND: Heart disease is a severe health issue that results in high fatality rates worldwide. Identifying cardiovascular diseases such as coronary artery disease (CAD) and heart attacks through repetitive clinical data analysis is a significant task. Detecting heart disease in its early stages can save lives. The most lethal cardiovascular condition is CAD, which develops over time due to plaque buildup in coronary arteries, causing incomplete blood flow obstruction. Machine Learning (ML) is progressively used in the medical sector to detect CAD disease. OBJECTIVE: The primary aim of this work is to deliver a state-of-the-art approach …to enhancing CAD prediction accuracy by using a DL algorithm in a classification context. METHODS: A unique ML technique is proposed in this study to predict CAD disease accurately using a deep learning algorithm in a classification context. An ensemble voting classifier classification model is developed based on various methods such as Naïve Bayes (NB), Logistic Regression (LR), Decision Tree (DT), XGBoost, Random Forest (RF), Convolutional Neural Network (CNN), Support Vector Machine (SVM), K Nearest Neighbor (KNN), Bidirectional LSTM and Long Short-Term Memory (LSTM). The performance of the ensemble models and a novel model are compared in this study. The Alizadeh Sani dataset, which consists of a random sample of 216 cases with CAD, is used in this study. Synthetic Minority Over Sampling Technique (SMOTE) is used to address the issue of imbalanced datasets, and the Chi-square test is used for feature selection optimization. Performance is assessed using various assessment methodologies, such as confusion matrix, accuracy, recall, precision, f1-score, and auc-roc. RESULTS: When a novel algorithm achieves the highest accuracy relative to other algorithms, it demonstrates its effectiveness in several ways, including superior performance, robustness, generalization capability, efficiency, innovative approaches, and benchmarking against baselines. These characteristics collectively contribute to establishing the novel algorithm as a promising solution for addressing the target problem in machine learning and related fields. CONCLUSION: Implementing the novel model in this study significantly improved performance, achieving a prediction accuracy rate of 92% in the detection of CAD. These findings are competitive and on par with the top outcomes among other methods. Show more

Keywords: Machine learning, coronary artery disease, heart disease, feature selection, classification

DOI: 10.3233/THC-240740

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4545-4569, 2024

Authors: Liu, Fengjie | Wang, Buquan | Mao, Chenggang

Article Type: Research Article

Abstract: BACKGROUND: Allergic Rhinitis (AR), a prevalent condition in otorhinolaryngology, is mediated by Type 1 hypersensitivity through IgE, characterized by Type 2 inflammatory response and eosinophil infiltration in the nasal mucosa. Since AR disease exhibits significant heterogeneity in symptom severity, an objective assessment of AR severity may facilitate better individualized treatment. OBJECTIVE: To explore the changes in peripheral blood IL-9, Th9, and BAFF levels of allergic rhinitis (AR) in patients and the clinical significance associated with it. METHODS: A retrospective study selected 80 AR patients admitted from January 2022 to October 2022 as the …case group, dividing them into mild and moderate-to-severe groups based on symptom scores. Concurrently, 50 patients without AR, who were treated for nasal bone fractures or underwent septoplasty, were selected as the group for comparison. Alterations in the expression levels of peripheral blood IL-9, Th9, and BAFF were analyzed and compared among the different groups. The diagnostic value of serum BAFF for the severity of AR was analyzed using the receiver operating characteristic (ROC) curve. RESULTS: Noticeable variations were observed in clinical variables among the three groups such as, total IgE levels, peripheral blood eosinophil count and proportion, TNSS, and VAS (P < 0.05), while no statistically significant differences were observed in other variables (P > 0.05). The comparison of IL-9, Th9, and BAFF among the three groups revealed statistically significant differences (P < 0.05). Analysis using multivariate logistic regression revealed that IL-9 (OR = 2.365), Th9 (OR = 2.186), BAFF (OR = 2.307) were influencing factors of moderate-to-severe AR (P < 0.05). The ROC curve indicated that the AUC for the diagnosis of moderate-to-severe AR by IL-9, Th9, BAFF were 0.770, 0.734, 0.761, respectively, and the combined detection AUC was 0.888, an area under the curve higher than individual testing. CONCLUSION: Changes in peripheral blood IL-9, Th9, and BAFF levels in AR patients may function as indicators to assess the level of severity in diagnostic procedures. Show more

Keywords: Allergic rhinitis, peripheral blood, IL-9, Th9, BAFF, clinical significance

DOI: 10.3233/THC-240756

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4571-4580, 2024

Authors: Cai, Zhuhua | Guo, Xueke | Zheng, Ge | Xiang, Junmiao | Liu, Lingyun | Lin, Dongmei | Deng, Xiaohui

Article Type: Research Article

Abstract: BACKGROUND: Elevated levels of tumor necrosis factor-alpha (TNF-α ) have been associated with adverse pregnancy outcomes, specifically recurrent pregnancy loss (RPL). These elevated levels may be associated with the presence of autoantibodies. Although TNF-α inhibitors have shown promise in improving pregnancy rates, further research is needed to comprehend their impact and mechanisms in RPL patients. OBJECTIVE: This study aims to investigate the association between elevated TNF-α levels and autoantibodies in RPL patients, as well as evaluate the effect of TNF-α inhibition on pregnancy outcomes. …METHODS: A total of 249 RPL patients were included in this study. Serum levels of TNF-α , autoantibodies, and complement were measured and monitored. Among these patients, 138 tested positive for TNF-α , while 111 tested negative. The medical records of these patients were retrospectively evaluated. Additionally, 102 patients with elevated TNF-α levels were treated with TNF-α inhibitors, and their pregnancy outcomes were assessed. RESULTS: TNF-α -positive RPL patients had higher levels of complement C1q, anti-cardiolipin (ACL)-IgA, ACL-IgM ,ACL-IgG, thyroglobulin antibody, and Anti-phosphatidylserine/prothrombin IgM antibody, as well as a higher positive rate of antinuclear antibodies compared to TNF-α -negative patients (23.19% vs. 12.6%, P < 0.05). Conversely, complement C3 were lower in TNF-α -positive patients (t test, P < 0.05). The use of TNF-α inhibitors led to a reduction in the early abortion rate (13.7% vs. 44.4%, P < 0.001) and an improvement in term delivery rate (52.0% vs. 27.8%, P = 0.012). Furthermore, patients who used TNF-α inhibitors before 5 weeks of pregnancy had a lower early abortion rate (7.7% vs. 24.3%, P = 0.033) and a higher term delivery rate (69.2% vs. 48.6%, P = 0.033). CONCLUSION: TNF-α plays a role in the occurrence and development of RPL, and its expression is closely associated with autoantibodies and complements. TNF-α inhibitors increase the term delivery rate in TNF-α -positive RPL patients, and their use before 5 weeks of pregnancy may more beneficial. Show more

Keywords: Antinuclear antibodies, anti-phospholipid antibodies, estrogen, human chorionic gonadotropin, pregnancy, pregnancy outcome, tumor necrosis factor

DOI: 10.3233/THC-240757

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4581-4591, 2024

Authors: Hu, Xia | Jiang, Huiqing | Liu, Peizhen | Li, Zhiquan | Zhang, Ruiying

Article Type: Research Article

Abstract: BACKGROUND: The Stepped Care Model (SCM) is an evidence-based treatment approach that tailors treatment intensity based on patients’ health status, aiming to achieve the most positive treatment outcomes with the least intensive and cost-effective interventions. Currently, the effectiveness of the Stepped Care Model in postoperative rehabilitation for TKA (Total Knee Arthroplasty) patients has not been reported. OBJECTIVE: The present study aimed to investigate whether the stepped care model could improve early-stage self-report quality of life and knee function after total knee arthroplasty via a prospective randomized controlled design. METHODS: It was a mono-center, …parallel-group, open-label, prospective randomized controlled study. Patients who aging from 60–75 years old as well as underwent unilateral primary total knee arthroplasty due to end-stage knee osteoarthritis between 2020.06 to 2022.02 were enrolled. Participants were randomized and arranged into two groups in a 1:1 allocation. The control group was given traditional rehabilitation guidance, while the stepped care model group was given continued stepped care. Hospital for special surgery knee score, daily living ability (ADL), knee flexion range, and adverse events at 1, 3, and 6 months after total knee arthroplasty were recorded. RESULTS: 88 patients proceeded to the final analysis. There was no significant difference of age, gender, length of stay, BMI, and educational level between the two groups at the baseline. After specific stepped care model interventions, patients showed significant improvements in HHS in 1 month (85.00 (82.25, 86.00) vs. 80.00 (75.00, 83.00), p < 0.001), 3 months (88.00 (86.00, 92.00) vs. 83.00 (76.75, 85.00), p < 0.001), and 6 months (93.00 (90.25, 98.00) vs. 88.00 (84.25, 91.75), p < 0.001) when compared with the control group. Similar results were also found in both daily living ability and knee flexion angle measurements. No adverse event was observed during the follow-up. CONCLUSION: The present study found that the stepped care model intervention significantly improved early-stage knee function and self-reported life quality after total knee arthroplasty due to knee osteoarthritis. Female patients and those less than 70 years old benefit more from the stepped care model intervention after total knee arthroplasty. Show more

Keywords: Stepped care model, total knee arthroplasty, randomized controlled trail, knee function, life quality

DOI: 10.3233/THC-240780

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4593-4601, 2024

Authors: Wang, Ping | Ma, Shumei | Wang, Xuelian

Article Type: Research Article

Abstract: BACKGROUND: Soft ureteroscopic holmium laser lithotripsy is becoming increasingly popular as the preferred method for treating mid-to-lower ureteral stones. Studies have indicated that the size, composition, hardness, and fragility of the stones can impact the treatment’s effectiveness. OBJECTIVE: To explore the relationship between stone volume, average CT value and operation time and efficiency before ureteral soft lens laser lithotripsy. METHODS: Our study on 126 patients undergoing ureteroscopic holmium laser lithotripsy for ureteral calculi from May 2020 to January 2022 categorized them into groups based on stone volume and CT value. We compared surgical …outcomes and analyzed correlations between stone characteristics, operation parameters, and stone clearance rate to identify independent risk factors influencing treatment efficacy. RESULTS: Group A demonstrated significantly shorter operation durations and lower blood loss compared to Group B, along with higher single stone clearance rates and fewer postoperative complications. Similarly, Group C exhibited shorter operation times, reduced blood loss, higher stone clearance rates, and lower complication rates than Group D. Preoperative stone volume and CT value correlated positively with operation time and stone clearance rate, with both factors identified as independent risk factors affecting ureteral stone clearance following holmium laser lithotripsy. CONCLUSION: The stone volume and average CT value before ureteral soft lens laser lithotripsy show a positive correlation with operation time and efficiency, indicating that larger stone volumes and higher CT values lead to slower lithotripsy speeds and reduced operation efficiency. Furthermore, preoperative stone volume and average CT value are identified as independent risk factors for residual stones. Show more

Keywords: Ureteral soft lens laser lithotripsy, stone volume, stone CT value, operation time, operation efficiency

DOI: 10.3233/THC-240794

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4603-4612, 2024

Authors: Milovanovic, Aleksandar | Isailovic, Velibor | Saveljic, Igor | Filipovic, Nenad

Article Type: Research Article

Abstract: BACKGROUND: Fractional flow reserve (FFR) determined invasively has been globally accepted as the gold standard for determining the functional significance of coronary artery stenoses. However, despite its great importance, the invasive method has certain disadvantages, including the risk of vascular injuries, the need for vasodilation, and significant medical costs. That is why great attention was paid to the development of non-invasive methods that would enable reliable diagnosis without exposing patients to the risk of unwanted consequences. OBJECTIVE: This paper aimed to create and verify an alternative, less resource- and time-demanding, non-invasive solution. METHODS: …The determination of FFR is based on the application of the fundamental laws of fluid dynamics. All energy losses in the coronary artery with stenosis were identified and analyzed in detail. A three-dimensional model of a coronary artery was generated using the corresponding angiographic images. Finally, the pressure due to stenosis was calculated and the FFR was determined. RESULTS: The results obtained using the proposed analytical method were compared with available experimental data for 40 patients who experienced the invasive coronary angiography. The coefficient of determination, mean difference and standard deviation values are determined to be 0.726, - 0.017 and 0.056, respectively. These values were slightly higher for FFR values above 0.80. CONCLUSION: The FFR calculated by the proposed analytical method has a relatively good correlation with clinical data, which leads to the conclusion that it can provide a reliable assessment of the functional significance of coronary stenosis. Show more

Keywords: Coronary artery stenosis, analytical method, fractional flow reserve

DOI: 10.3233/THC-240803

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4613-4626, 2024

Authors: Ren, Die | Cai, Fei | Zhu, Mengqi | Zheng, Yijun | Chen, Wei

Article Type: Research Article

Abstract: BACKGROUND: Breast-conserving surgery is an important treatment for breast cancer, which not only eradicates the disease, but also protects the integrity of the breast, however, postoperative nausea and vomiting often bother patients. OBJECTIVE: This study examines the effects of evidence-based nursing practices on nausea and vomiting in patients after breast-conserving surgery, with the aim of providing new perspectives for clinical nursing practice. METHODS: One hundred and sixty patients who underwent breast-conserving surgery from January 2023 to December 2023 in Fudan University Shanghai Cancer Center were enrolled. The patients were divided into an intervention …group (evidence-based nursing group) and a control group (conventional nursing group) using the random number table method, both groups comprised 80 patients. The control group used conventional nursing methods, and the intervention group added evidence-based nursing intervention on this basis. Comparative analysis focused on the incidence of nausea and vomiting, quality of life metrics, and postoperative satisfaction. RESULTS: In the intervention group, notably lower incidence rates of postoperative nausea and vomiting were observed compared to the control group within both the 0–24 hour and 24–48-hour postoperative periods (P < 0.05). Furthermore, the intervention group exhibited significantly higher scores across all five dimensions as well as the overall score of the FACT-B scale in comparison to the control group (P < 0.05), accompanied by heightened satisfaction with the nursing staff. CONCLUSION: This study demonstrated the positive clinical intervention effects of evidence-based nursing measures and emphasized their importance in improving postoperative nausea and vomiting and quality of life. Future studies are expected to incorporate evidence-based nursing practices into nursing care to improve patient recovery and overall quality of care. Show more

Keywords: Breast cancer, breast-conserving surgery, evidence-based nursing practices, nausea and vomiting, interventions

DOI: 10.3233/THC-240814

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4627-4636, 2024

Authors: Cerrito, Adrien | Fang, Juan | Schertenleib, Simón Javier Gamero | Hunt, Kenneth James | Schmitt, Kai-Uwe

Article Type: Research Article

Abstract: BACKGROUND: Physical inactivity is prevalent among hospitalized patients and the daytime spent lying should be utilised for exercise. However, implementing new interventions in hospitals’ complex daily routines is difficult and requires a participatory approach. OBJECTIVE: Exploring clinical settings and clinicians’ perspectives regarding exercise in hospitalized patients to gauge the potential of further development of an in-bed training device and to formulate development goals. METHODS: A User-Centered Design approach was employed, consisting of work shadowing and focus groups with physiotherapists and nurses. Content and network analyses of the focus group data were performed. Personas …were then developed and used to create clinical scenarios. RESULTS: Some clinicians perceived in-bed exercise counterproductive, while others recognized potential for unsupervised training. The most important design characteristics appeared to be a small size, low weight and simplicity of use to facilitate storage, transportation, and administration, respectively. The scenarios revealed that the device’s use could increase the physical activity time by 1.4%, although it would also increase the working time of clinicians. CONCLUSION: The study highlighted the difficulties in developing a usable training device but encouraged the authors to pursue their efforts under the strict condition of following the formulated development goals. Show more

Keywords: Sedentary behavior, exercise, hospitalization, user-centered design

DOI: 10.3233/THC-240816

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4637-4651, 2024

Authors: Li, Qiang | Lu, Yingjun

Article Type: Research Article

Abstract: BACKGROUND: The POSSUM scoring system, widely employed in assessing surgical risks, offers a simplified and objective approach for the prediction of complications and mortality in patient. Despite its effectiveness in various surgical fields, including orthopedics and cardiovascular surgery, yet its utilization in elderly patients undergoing colorectal cancer surgery is infrequent. OBJECTIVE: To analyze the predictive value of POSSUM scoring system for postoperative complications and mortality in elderly with colorectal cancer. METHODS: 306 elderly colorectal cancer patients were grouped according to the complications and death within 30 days after surgery. Among them, 108 cases …in complication group, 198 cases in non-complication group, 16 cases in death group and 290 cases in survival group. POSSUM scores of all subjects were obtained and its predictive value for postoperative complications and mortality of elderly was conducted by ROC curve. RESULTS: No apparent difference were observed in complications and mortality among patients with different disease types, operation types and operation timing (P > 0.05). The R2 in complication group was higher than non-complication group (P < 0.05). The R1 in death group were higher than survival group (P < 0.05). The AUC of R2 for predicting postoperative complications was 0.955 with a sensitivity of 88.89% and a specificity of 94.44% and the AUC of R1 for evaluating postoperative mortality of elderly with colorectal cancer was 0.783 with a sensitivity of 56.25% and a specificity of 82.93%. CONCLUSION: POSSUM score system has a certain predictive value for postoperative complications and mortality in elderly with colorectal cancer. However, the predicted mortality rate is higher than actual mortality rate. Show more

Keywords: Colorectal cancer, POSSUM scoring system, postoperative complications and mortality, predictive value

DOI: 10.3233/THC-240849

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4653-4660, 2024

Authors: Wang, Bo | Chen, Min | Wu, Yan | Qin, Xiaosai | Meng, Manshi

Article Type: Research Article

Abstract: BACKGROUND: The conventional round suture needle poses a significant risk of needle stick injuries among surgical physicians, identified as a global occupational hazard by the World Health Organization, increasing hospital costs and exposure to bloodborne pathogens. While novel blunt suture needles have shown promise in reducing these risks, their adoption is limited domestically, prompting a study to compare their efficacy against traditional sharp needles in reducing needle stick injuries among surgical physicians. OBJECTIVE: To investigate suture needle stick injuries among surgical doctors during operations and assess the application effectiveness of a novel blunt suture needle. …METHODS: A total of 106 surgical department physicians from March 2021 to February 2023 participated in the study. After completing a questionnaire survey on suture needle injuries during surgery, the participants were divided into two groups. Over a 6-month intervention period, the control group used regular round needles while the study group utilized novel blunt suture needles. Subsequently, suture needle injury incidence rates and economic hygiene benefits were compared between the two groups. RESULTS: The suture needle injury questionnaire survey showed that over the past 6 months, among 106 surgical department physicians, 20 needle stick injuries occurred, yielding an incidence rate of 18.87%. The highest incidence (65.00%) was during suturing incisions longer than 10 cm, primarily when visibility was poor (70.00%). Surgeons linked most injuries (60.00%) to prolonged surgical duration causing fatigue. Although 85.00% detected injuries within 1 minute, only 40.00% were reported, often due to perceived reporting complexity. Following intervention, the study group had significantly fewer injuries per surgery and lower occupational exposure costs compared to the control group (p < 0.05). CONCLUSION: Surgical department physicians commonly sustain suture needle injuries while suturing incisions of 5–10 cm length under poor visibility, exacerbated by prolonged surgical duration. Despite detecting most injuries within 1 minute, only 40% are reported. The implementation of novel blunt suture needles significantly decreases injury rates, resulting in reduced occupational exposure costs and favorable safety and economic hygiene outcomes. Show more

Keywords: Operating room, surgical physicians, blunt suture needle, suture needle stick injury, economic hygiene benefits

DOI: 10.3233/THC-240906

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4661-4670, 2024

Authors: Yu, Lu | Yan, Ruping | Yang, Deling | Xia, Chengxing | Zhang, Zhixian

Article Type: Research Article

Abstract: BACKGROUND: Both radical prostatectomy and radiation therapy are effective in controlling the condition of patients with hormone-resistant prostate cancer (HRPCa). However, there is limited research on the prognosis and quality of life of HRPCa patients after different treatment modalities. OBJECTIVE: To explore the efficacy of radical prostatectomy (RP) and radiotherapy (RT), when treating high-risk prostate cancer (HRPCa). METHODS: Overall 103 HRPCa patients were included and were divided into RP group and RT group according to different treatment methods. The propensity score matching method (PSM) was used to balance the baseline data of the …two groups and match 34 patients in each group. The prognosis, quality of life, and basic efficacy of patients were compared. RESULTS: After intervention, the disease-free survival rate of the RT group was higher than that of the RP group (79.41% vs. 55.88%, p = 0.038). Quality of life scores between the two treatment methods had no difference before intervention (p > 0.05), but higher in RT group than that of the RP group after intervention (p < 0.05). After treatment, there was no statistically significant difference in total effective rate of treatment between two groups (44.12% vs. 58.82%, p > 0.05), but the disease control rate was significantly higher in RT group (94.12% vs. 76.47%, p = 0.040). CONCLUSION: Radical radiotherapy is effective in the clinical treatment of HRPCa patients, with a higher disease-free survival rate and improved quality of life after treatment, and is worth promoting. Show more

Keywords: Radical prostatectomy, radical radiotherapy, disease-free survival rate, quality of life

DOI: 10.3233/THC-240910

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4671-4679, 2024

Authors: Zhang, Yongmin | Wang, Dongbin | Gong, Hao | Tang, Haosen | Dong, Guangqi | Wang, Bin | Xia, Honggang

Article Type: Research Article

Abstract: BACKGROUND: Rib fractures are one of the most common blunt injuries, accounting for approximately 10% of all trauma patients and 60% of thoracic injuries. Multiple rib fractures, especially flail chest, can cause local chest wall softening due to the loss of rib support, leading to paradoxical breathing, severe pain, and a high likelihood of accompanying lung contusions. OBJECTIVE: This study investigates the mechanical properties of a new polymer material rib internal fixator to provide theoretical data for its clinical use. METHODS: We conducted in vitro mechanical tests on 20 fresh caudal fin sheep …ribs, using different fracture models across four randomly assigned groups (five ribs per group). The fixators were assessed using non-destructive three-point bending, torsion, and unilateral compression tests, with results averaged. Additionally, finite element analysis compared stress and strain in the polymer fixators and titanium alloy rib plates during bending and torsion tests. RESULTS: In vitro tests showed that the polymer fixators handled loads effectively up to a maximum without increase beyond a certain displacement. Bending and torsion tests via finite element analysis showed the polymer material sustained lower maximum equivalent stresses (84.455 MPa and 14.426 MPa) compared to titanium alloy plates (219.88 MPa and 46.47 MPa). CONCLUSION: The polymer rib fixator demonstrated sufficient strength for rib fracture fixation and was superior in stress management compared to titanium alloy plates in both bending and torsion tests, supporting its potential clinical application. Show more

Keywords: Rib fracture, internal fixation, rib internal fixator, biomechanics, finite element analysis

DOI: 10.3233/THC-240928

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4681-4694, 2024

Authors: Gong, Feifei | Wang, Hui | Shan, Zhixuan | Zhuang, Shaoyu | Xia, Huakuan | Tang, Liyu

Article Type: Research Article

Abstract: BACKGROUND: Oral cancer has a high worldwide incidence and mortality rate showing an upward trend year by year, predominantly occurring in emerging countries. Oral squamous cell carcinoma (OSCC) is one of the main types of oral cancer, accounting for more than 90% of all cases in oral cancer. OBJECTIVE: To evaluate the diagnostic value of 8-hydroxy-2’-deoxyguanosine (8-OHdG), 8-iso-Prostaglandin F2alpha (8-iso-PGF2α ) and tumor necrosis factor (TNF)-α as biomarkers in the early carcinogenesis of erosive oral lichen planus (EOLP) by measuring their levels in the blood of patients with EOLP and oral …squamous cell carcinoma (OSCC). METHODS: A total of 69 patients were enrolled in this case-control study [including an OSCC group (n = 23), an EOLP group (n = 23), and an age- and gender-matched healthy control group (n = 23)]. Blood levels of 8-OHdG, 8-iso-PGF2α and TNF-α were measured using enzyme-linked immunosorbent assay (ELISA). Statistical differences in these indicators among the three groups were analyzed. RESULTS: Plasma levels of 8-OHdG and 8-iso-PGF2α in the OSCC group were significantly higher than those in both the EOLP group and the control group (all P < 0.05); no significant statistical difference was found between the EOLP group and the control group. Serum levels of TNF-α in both the OSCC and EOLP groups were elevated compared with the control group, showing significant differences among all three groups (all P < 0.05). Receiver operating characteristic (ROC) curves revealed that plasma 8-OHdG and 8-iso-PGF2α levels and serum TNF-α levels had diagnostic effects on early carcinogenesis in EOLP patients. When these indicators were combined for diagnosis, the diagnostic effect was enhanced, with an area under the ROC curve (AUC) values of 0.819. CONCLUSION: 8-OHdG, 8-iso-PGF2α and TNF-α may serve as biological indicators for monitoring the early carcinogenesis of EOLP, and the diagnostic effect was augmented when these indicators were combined. Show more

Keywords: OSCC, erosive oral lichen planus, 8-OHdG, 8-iso-PGF2α, TNF-α

DOI: 10.3233/THC-240930

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4695-4705, 2024

Authors: Du, Huihui | Zhu, Kaiquan

Article Type: Research Article

Abstract: BACKGROUND: Laryngeal cancer is a malignant tumor that originates from the mucous membrane of the larynx. Currently, the specific involvement mechanism of copper death in laryngeal cancer patients has not been deeply studied. OBJECTIVE: This study aims to explore the molecular characteristics and clinical survival significance of copper death-related genes in laryngeal cancer. METHODS: Relevant transcriptomes and clinical data were retrieved and downloaded from the GEO database. Differential expression genes related to laryngeal cancer and copper death were selected, and the immune function, clinical risk correlation, and survival prognosis were analyzed. …RESULTS: The differential analysis results showed that the differential expression genes related to laryngeal cancer and Cu-proptosis included SLC31A1 and ATP7B, and there was interaction between the immune cell groups in the differential genes of copper death in laryngeal cancer. Decreasing the expression of the gene ANXA5 or increasing the expression of the gene SERPINH1 can increase the susceptibility to laryngeal cancer. CONCLUSION: Copper death-related genes can affect the survival prognosis of laryngeal cancer patients. Detection of changes in their expression can provide new diagnostic and treatment directions for the progression of early-stage laryngeal cancer. Show more

Keywords: Laryngeal cancer, copper death, ANXA5, machine learning, GEO

DOI: 10.3233/THC-240932

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4707-4725, 2024

Authors: Veihelmann, A. | Beck, F. | Huth, J. | Spetzger, U. | Schulze-Pellengahr, C. | Teske, W.

Article Type: Research Article

Abstract: BACKGROUND: It is estimated that a significant number of spinal surgeries are performed, but many patients do not often benefit. OBJECTIVE: Our aim was to determine how effective minimally invasive pain procedures (MIP) are in chronic low back pain (CLBP) patients with proven degenerative causes (specific low back pain). METHODS: 386 eligible patients with CLBP/sciatica resistant to conservative therapy and scheduled for open surgery were screened, and 167 could be enrolled in this study. Indications for MIP in the remaining 150 individuals were made by one experienced spinal surgeon. Before and 6 months …after the intervention, the numeric rating scale (NRS) and Oswestry Disability Index (ODI) were recorded. MIP was performed, such as radiofrequency of the facet and SI-joint, intradiscal electrothermal therapy in case of discogenic pain, as well as epidural neuroplasty in patients with disc herniation/epidural fibrosis. RESULTS: There was a statistically significant decrease in NRS (p < 0.05), as well as a significant increase in ODI (p < 0.001) 6 months after the procedures. This was also true for the results of all different pain generators and subsequent performed procedures alone. CONCLUSIONS: The indication of MIP should be routinely reviewed in patients with CLBP to avoid potentially open surgery and a burden on healthcare costs. Show more

Keywords: Minimal invasive surgical procedures, low back pain mechanical, disc herniation, sciatica, discogenic pain

DOI: 10.3233/THC-241003

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4727-4741, 2024

Authors: Yao, Chunying | Ma, Qiubo | Shi, Ying | Zhang, Na | Pang, Lei

Article Type: Research Article

Abstract: BACKGROUND: Membranous nephropathy (MN), also known as membranous glomerulonephritis, is a leading cause of adult nephrotic syndrome. The main pathological features encompass the deposition of immune complexes within the glomerular basement membrane epithelial cells, thickening of the basement membrane, and fusion of the foot process. OBJECTIVE: This study aims to investigate the role of the immune and inflammatory modulator miR-223 in the immunosuppressive and anti-inflammatory effects of cyclophosphamide (CTX) on membranous nephropathy (MN). METHODS: miR-223 mimetics or inhibitors was used to regulate miR-223 levels. LPS induced inflammatory cell model and cell polarization. CTX …was used to treat Lipopolysaccharides (LPS) induced inflammatory response and polarization. Cationic bovine serum albumin (c-BSA) induced BALB/c mouse MN model, while CTX was used to treat c-BSA induced MN. RESULTS: The miR-223 level in LPS induced inflammatory model cells was lower than that in control cells. The levels of inflammatory factors in LPS+ miR-223 mimetics and CTX+ miR-223i cells were lower than those in LPS and miR-223i cells. The protein levels of LPS+ miR-223 mimic, CTX+ miR-223i macrophage M2 phenotype markers Arginase-1 (Arg1), transforming growth factor β 1 (TGF-β 1), anti-inflammatory factors interleukin-4 (IL4) and interleukin-13 (IL13) were significantly higher than those of LPS and miR-223i. The effect of CTX was confirmed in a BALB/c mouse MN model induced by cationic bovine serum albumin (c-BSA). CONCLUSION: CTX upregulates the expression of miR-223, promotes polarization of M2 macrophages, alleviates the inflammatory response and renal injury of MN. Show more

Keywords: Cyclophosphamide, membranous nephropathy, macrophage, miR-223, inflammatory response

DOI: 10.3233/THC-241175

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4743-4756, 2024

Article Type: Other

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4757-4757, 2024

Authors: Lin, Chi | Yu, Chang Wu | Wang, Ning

Article Type: Editorial

DOI: 10.3233/THC-248052

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4759-4764, 2024

Authors: S.S., Akilan | Devprasad, Kayathri Devi | J, Raja Sekar

Article Type: Research Article

Abstract: BACKGROUND: Wireless Body Area Networks (WBANs) are integral to modern healthcare systems, providing continuous health monitoring and real-time data transmission. The sensitivity of medical data being transmitted makes security a significant concern in WBANs. OBJECTIVE: This study explores the application of the Elliptic Curve Cryptography (ECC)-based Diffie-Hellman Key Exchange (ECDH) algorithm to enhance security within WBANs. METHOD: The study investigates the suitability of ECC for this context and evaluates the performance and security implications of implementing ECDH in WBANs. RESULTS: The findings reveal that ECDH provides a robust and computationally …efficient solution for secure key exchange in WBANs, addressing inherent vulnerabilities. CONCLUSION: The adoption of ECC-based ECDH is poised to bolster data confidentiality and integrity in WBANs, promoting trust and widespread use of these networks in healthcare applications. This research contributes to the growing body of knowledge regarding security measures in WBANs and opens new avenues for the secure transmission of sensitive medical information. Show more

Keywords: Wireless Body Area Networks (WBANs), security, Elliptic Curve Cryptography (ECC), Diffie-Hellman key exchange (DHE), ECDH

DOI: 10.3233/THC-231614

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4765-4784, 2024

Authors: Wu, Weihua | Chen, Jie | An, Peng | Feng, Yangmei | Li, Chen | Zhang, Meiqi | Yu, Zhenfei

Article Type: Research Article

Abstract: BACKGROUND: The kidney is the most vulnerable organ in severe patients. In severe cases, the fatality rate of acute kidney damage is as high as 30% ∼ 60%. Severe ultrasound is a non-invasive method to evaluate renal blood flow. It can give a semi-quantitative score of renal blood flow and measure the Resistance Index (RI), which can reflect renal artery blood flow to a certain extent. OBJECTIVE: There is little literature on hemodynamic regulation in septic shock patients, but almost no research report on the relationship between hemodynamics and RI exists. Therefore, this …paper proposed the analysis of severe ultrasound and gene diagnosis in cardiac index and peripheral vascular RI of shock patients. METHODS: This paper mainly expounded on detecting renal function parameters and RI in patients with viral shock to understand further the correlation between them and renal flow and RI. RESULTS: It could be seen from the experimental results that the P values before and after resuscitation in the two groups with and without elevated Cardiac Output (CO) were 0.41 and 0.12, respectively, which were more significant than 0.05. CONCLUSION: RI had no apparent relationship with CO, and RI could not be used as an evaluation index for patients with early septic shock. Show more

Keywords: Severe ultrasound, shock patients, gene diagnosis, genetic algorithm

DOI: 10.3233/THC-231859

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4785-4800, 2024

Authors: Yu, Limei | Wang, Yuxia | Chen, Yun | Wang, Yakun | Zhang, Haida | Zhang, Meiqi | Li, Chen

Article Type: Research Article

Abstract: BACKGROUND: The incidence of brain injury is increasing year by year, and it has become one of the major diseases threatening human life in today’s society. From the perspective of the causes of brain injury, it is mainly due to falls from high places, traffic accidents, etc. Severe brain injury patients often lose consciousness. In recent years, the emergence of integrated traditional Chinese and Western medicine has provided a new approach and new ideas for the treatment of craniocerebral trauma. OBJECTIVE: The article systematically and scientifically expounded the role of Xingnaojing injection in the treatment of …brain injury by comparing the GCS (Glasgow Coma Scale) score, changes in intracranial pressure, the incidence of complications after brain injury, the transformation from moderate brain injury to severe brain injury, and recovery of consciousness. METHODS: For the problem of gene polymorphism in patients with brain injury, this article discussed the role of APOE2 (Apolipoprotein E2), ε 3, ε 4 in brain injury. All patients had a clear history of trauma and received strict nervous system examination and CT scanning when they were admitted to the hospital. After craniocerebral trauma surgery or conservative therapy, patients should take a Xingnaojing injection of 30 ml and a 0.9% sodium chloride injection of 250 ml after admission. After the operation, respiratory tract nursing should be strengthened, and patients who cannot eat should be given nasal feeding, acupuncture, and physiotherapy to prevent bedridden complications. RESULTS: The probability of epilepsy after brain injury was 27%. CONCLUSION: The article would help to evaluate the degree of brain damage and prognosis of patients. Show more

Keywords: Xingnaojing injection, craniocerebral injury, gene polymorphism, quantitative evaluation

DOI: 10.3233/THC-231864

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4801-4818, 2024

Authors: Li, Jun | Li, Rong

Article Type: Research Article

Abstract: BACKGROUND: Double rocking jump rope training can effectively enhance physical recovery, adaptability to exercise load, and lower limb muscle strength of badminton players in sports colleges, thus offering valuable insights for improving training methods in sports colleges and universities. OBJECTIVE: To investigate the effect of double rocking jump rope training on the lower limb muscle strength of badminton players specializing in badminton in sports colleges. METHODS: An experimental study was conducted through a ten-week teaching intervention experiment with badminton players. Relevant heart rate indexes and badminton related lower limb muscle strength indexes were …measured before and after the experiment. The data of the measured relevant indexes were statistically and analytically analyzed. At the end of the experiment, the physical recovery level and the heart’s adaptability to the exercise load of the control group were improved, and the lower limb muscle strength test indexes and sports performance were better than before the experiment. In the experimental group, badminton players’ physical function, anaerobic metabolism of the body and other aspects also improved. RESULTS: The physical function of the experimental group of badminton players, the energy supply capacity of the body anaerobic metabolism and aerobic work capacity all have an enhancement effect, enabling badminton players to adapt to large exercise loads quickly and improve the recovery rate of physical fitness. CONCLUSION: The introduction of double rocking jump rope into badminton training classes in sports colleges and universities as a means of lower limb muscle strength training is conducive to improving the level of lower limb muscle strength of special badminton players, enriching the teaching and training means of lower limb muscle strength in sports colleges and universities, and broadening the research field of lower limb muscle strength in badminton in sports colleges and universities. Show more

Keywords: Double rocking jump rope, badminton, lower limb muscle strength, AdaBoost algorithm optimization

DOI: 10.3233/THC-231868

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4819-4836, 2024

Authors: Yu, Hongxia

Article Type: Research Article

Abstract: BACKGROUND: The use of complementary therapies to relieve the side effects of chemotherapy in lung cancer patients is becoming increasingly popular. Practices from traditional Chinese medicine, such as acupoint massage and five-tone therapy, have demonstrated potential in alleviating symptoms such as nausea and vomiting experienced during chemotherapy. OBJECTIVE: This study aims to determine the effectiveness of combining five-tone therapy with acupoint massage in reducing chemotherapy-related symptoms in lung cancer patients. The main objective is to determine how these complementary therapies affect the quality of life and well-being of people undergoing chemotherapy for lung cancer. …METHODS: In this paper, 80 patients diagnosed with lung cancer who needed chemotherapy drugs were randomly divided into 2 groups, 40 patients. The first was treatment; the second was control. Chemotherapy drugs were combined with a 5-hydroxytryptamine blocker (granisetron), and acupoint massage was combined with pentatone therapy to prevent nausea, vomiting, and other gastrointestinal reactions. A 5-hydroxytryptamine blocker (granisetron) was combined with chemotherapy drugs to prevent nausea, vomiting, and other gastrointestinal reactions. Moreover, the difference in treatment effect was observed. RESULTS: Among 40 cases in treatment, 13 cases were clinically controlled, 15 cases were markedly effective, 9 cases were effective, and 3 cases were ineffective. The total effective rate was 92.50%; among 40 cases in control, 6 cases were clinically controlled, 16 cases were markedly effective, 12 cases were practical, and 6 cases were invalid. The total effective rate was 85.00%. CONCLUSION: By integrating traditional Chinese medicine techniques, healthcare professionals can augment the supportive care offered to those undergoing chemotherapy for lung cancer. Show more

Keywords: Acupoint massage, pentatonic therapy, treatment, chemotherapy drugs, vomiting

DOI: 10.3233/THC-231890

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4837-4856, 2024

Authors: Li, Chenxi | Li, Jian | Lu, Yao | Hou, Jiahui | Zhi, Zhaoyu | Zhao, Baocun | Zhang, Xiumei

Article Type: Research Article

Abstract: BACKGROUND: Volumetric modulated arc therapy (VMAT) guided by ultrasound is a novel radiation therapy technique that facilitates the delineation of the tumor target area under image guidance, enhancing the precision of radiation therapy and maximizing the protection of surrounding tissues. OBJECTIVE: The objective of this paper is to investigate the effectiveness of VMAT under ultrasonic guidance for cervical cancer patients and its impact on radiotherapy dosage and prognosis. METHODS: A retrospective analysis encompassed 128 instances of cervical cancer patients who were admitted to our medical facility between April 2019 and April 2021. The …patients were categorized into an observation cohort and a control cohort, depending on variations in treatment modalities post-admission. The control group underwent conventional radiotherapy, whereas the observation group received VMAT guided by ultrasound. Clinical efficacy, average radiation dosages (in the radiotherapy target area, rectum, and bladder), radiotherapy-related toxicities during treatment, and one-year survival rates were compared between the two groups. Additionally, variances in pre- and post-treatment serum levels of squamous cell carcinoma antigen (SCC-Ag), carcinoembryonic antigen (CEA), and carbohydrate antigen 724 (CA724) were subjected to assessment. RESULTS: When compared to the control group (64.52%), the observation cohort’s comprehensive effectiveness rate was considerably greater (80.30%). The observation group saw lower average radiation exposures and a reduction in the post-treatment concentrations of CEA, SCC-Ag, and CA724. The overall incidence of adverse effects from radiation treatment also declined. The observation group had a greater one-year survival rate (90.48%) than the control group (73.33%). When comparing the observation cohort to the control group, Kaplan-Meier survival analysis showed a significantly higher one-year survival rate (Log-Rank = 6.530, P = 0.011). CONCLUSION: VMAT guided by ultrasound for patients with cervical cancer demonstrates promising short- and long-term treatment outcomes. It also leads to improvements in serum CEA, SCC-Ag, and CA724 levels, as well as reductions in the average radiation dosages to the radiotherapy target area, rectum, and bladder. This approach warrants attention from clinicians in clinical practice. Show more

Keywords: Cervical cancer, intensity-modulated radiation therapy, ultrasound, radiation dosage, prognosis

DOI: 10.3233/THC-231977

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4857-4868, 2024

Authors: Wang, Kai | Zhu, Dongming | Chang, Zimin | Wu, Zhiyong

Article Type: Research Article

Abstract: BACKGROUND: The Ultimate Fighting Championship (UFC) stands as a prominent global platform for professional mixed martial arts, captivating audiences worldwide. With its continuous growth and globalization efforts, UFC events have garnered significant attention and achieved commendable results. However, as the scale of development expands, the operational demands on UFC events intensify. At its core, UFC thrives on the exceptional performances of its athletes, which serve as the primary allure for audiences. OBJECTIVE: This study aims to enhance the allure of UFC matches and cultivate exceptional athletes by predicting athlete performance on the field. To achieve this, …a recurrent neural network prediction model based on Bidirectional Long Short-Term Memory (BiLSTM) is proposed. The model seeks to leverage athlete portraits and characteristics for performance prediction. METHODS: The proposed methodology involves constructing athlete portraits and analyzing athlete characteristics to develop the prediction model. The BiLSTM-based recurrent neural network is utilized for its ability to capture temporal dependencies in sequential data. The model’s performance is assessed through experimental analysis. RESULTS: Experimental results demonstrate that the athlete performance prediction model achieved an overall accuracy of 0.7524. Comparative analysis reveals that the proposed BiLSTM model outperforms traditional methods such as Linear Regression and Multilayer Perceptron (MLP), showcasing superior prediction accuracy. CONCLUSION: This study introduces a novel approach to predicting athlete performance in UFC matches using a BiLSTM-based recurrent neural network. By leveraging athlete portraits and characteristics, the proposed model offers improved accuracy compared to classical methods. Enhancing the predictive capabilities in UFC not only enriches the viewing experience but also contributes to the development of exceptional athletes in the sport. Show more

Keywords: Recurrent neural network, UFC, athlete performance, winning percentage forecast, evaluation algorithm, deep learning, BiLSTM, XGBoost

DOI: 10.3233/THC-232000

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4869-4882, 2024

Authors: Sun, Xiaolan | Diao, Yanyan | Si, Fengxia | Yu, Aixia

Article Type: Research Article

Abstract: BACKGROUND: In the contemporary healthcare environment, optimizing patient care strategies is of importance, particularly in neurosurgical environments. While traditional nursing methods have the foundation of patient care, there exists a growing recognition of the potential benefits of comprehensive nurse management. Despite this acknowledgment, there remains a gap in understanding the comparative effectiveness of comprehensive nurse management versus traditional approaches in reducing postoperative psychological stress, enhancing patient satisfaction, and promoting adherence in neurosurgical patients. OBJECTIVE: This study compares the efficacy of comprehensive nurse management against traditional methods in facilitating the postoperative recovery of neurosurgical patients. …METHODS: Taking the traditional nursing management and detailed nursing management of neurosurgical patients in a municipal neurosurgical hospital from March 2021 to March 2022 as an example, the neurosurgery was divided into 50 patients in the detailed nursing management group and 50 patients in the traditional nursing management group. In the clear nursing management group, there were 50 patients, 20 male patients, with an average age of 58.7 ± 3.8 years, and 30 female patients, with an average age of 60.4 ± 4.3 years; In the traditional nursing management group, there were 50 patients, 26 male patients, with an average age of 59.7 ± 3.7 years, and 24 female patients, with an average age of 59.4 ± 3.9 years; Among the 100 patients, there were 60 cases of cerebral infarction, 25 cases of intracerebral hemorrhage and 15 cases of other neurosurgical diseases. RESULTS: Hundred neurosurgical patients were divided into two groups: comprehensive nursing management group and traditional nursing management group. The results showed that the comprehensive treatment effect of patients with detailed nursing management was better than that of the routine nursing group. At the same time, the complications were reduced, and the patient’s satisfaction was higher. CONCLUSION: Through retrospective analysis and investigation of patients, this paper discusses the clinical application of a detailed nursing management model in neurosurgery, which can reduce the probability of infection and other complications and improve the quality of life and treatment effect of patients. Show more

Keywords: Detailed nursing management intervention, neurosurgery, quality of life, cerebrovascular diseases, treatment effect

DOI: 10.3233/THC-232010

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4883-4894, 2024

Authors: Chen, Pan | Wang, Xiaojie | Yan, Pijun | Jiang, Chunxia | Lei, Yi | Miao, Ying

Article Type: Research Article

Abstract: BACKGROUND: Dysfunctions in metabolism and endocrine systems are outcomes of disruptions in human physiological processes, often leading to disease onset. External factors can hinder the human body’s innate capacity for self-regulation and healing, particularly when immune responses are compromised, allowing these factors to interfere with normal bodily functions directly. OBJECTIVE: To explore the effect of uric acid expression water in blood on the occurrence of atrial fibrillation in patients with hyperthyroidism, the expression level of uric acid in the blood and other physiological indexes were compared between patients with no symptoms of atrial fibrillation and patients …with hyperthyroidism with symptoms of atrial fibrillation, to find the correlation between them. METHODS: A group of 112 hyperthyroidism patients who were admitted to our hospital from September 2019 to March 2020 were chosen and split into two groups. The control group consisted of 56 individuals (21 men and 35 women) aged between 16 and 86 years old, with an average age of 46.23 years (± 7.63). The observation group consisted of 56 individuals (24 males and 32 females) between 15 and 79 years, with an average age of 53.44 years (± 8.91). RESULTS: In the patients who were not treated with drugs before hospitalization the disease course and symptoms varied. The patients’ clinical medical and demographic data were recorded and the patients’ physiological indexes were obtained through blood tests and analysis. The differences between the two groups were analyzed by renal function, blood lipid index, thyroid function, and cardiac ultrasound, and these influencing factors were analyzed by regression analysis. The research adhered to ethical norms and ensured clear data presentation by using a rigorous technique to compare uric acid levels and physiological indicators among various patient groups. CONCLUSION: The study concentrated on the validation, repeatability, and contextual interpretation of data to provide a robust and rigorously scientific comparison. The most common is the increase of uric acid in the blood, which can induce other diseases, and atrial fibrillation is one of the most common diseases of cardiovascular diseases. Show more

Keywords: Uric acid level, serum, atrial fibrillation, hyperthyroidism, endocrine

DOI: 10.3233/THC-232028

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4895-4907, 2024

Authors: Zhou, Ying | Li, Chunmei | Chen, Mingming | Gao, Congying

Article Type: Research Article

Abstract: BACKGROUND: Inflammatory bowel disease (IBD), including Crohn’s disease and ulcerative colitis, is characterized by chronic recurrent intestinal inflammation, and its primary clinical manifestations are abdominal pain, diarrhea, hematochezia, etc., which seriously affects patients’ quality of life. OBJECTIVE: To explore the impact of continuing empowerment education based on Roy’s adaptation theory on disease uncertainty and self-management ability in patients with inflammatory bowel disease. METHODS: Sixty patients with inflammatory bowel disease admitted to the hospital from March 2022 to March 2023 were selected and randomly divided into an intervention group (n = …30) and a control group (n = 30). The intervention group received continuous care based on multidisciplinary Cooperation on the WeChat platform, while the control group received routine constant care. The disease uncertainty, hope level, self-care ability, nursing quality, and nursing satisfaction of two groups of patients were compared. RESULT: Both patient groups had lower levels of ambiguity and complexity three months following discharge, with the intervention group exhibiting the lowest levels. On the other hand, the intervention group scored higher on sustaining close connections, taking good action, and having an attitude both now and in the future. The intervention group showed greater health awareness, self-concept, self-care competence, and self-care responsibility ratings. The intervention group also showed more significant attitude, pragmatism, thoroughness, and professionalism in their services. CONCLUSION: Continuous empowerment education based on Roy’s adaptation theory is applied to patients with inflammatory bowel disease. It can enhance confidence, self-management ability, quality of life, and patient satisfaction. Show more

Keywords: Multidisciplinary cooperation, continuous care, inflammatory bowel disease, quality of life

DOI: 10.3233/THC-232032

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4909-4918, 2024

Authors: Liang, Han | Li, Hao | Xia, Nan | Chen, Jingjing | Gao, Linlin | Liu, Hao | Lyu, Ping | Guo, Xiaolin | Yang, Ziwei

Article Type: Research Article

Abstract: BACKGROUND: Long noncoding RNAs (lncRNAs) participate in diseases, especially tumorigenesis, including gastric cancer (GC). Although lncRNAs in GC tissues have been extensively studied in previous research, the possible significance of circulating lncRNAs in diagnosing GC is still unknown. OBJECTIVE: The present work investigated lncRNAs ZFPM2-AS1 and XIST with high expression in GC tissues proved as potential plasma biomarkers from 20 early GC cases, 100 GC cases, and 90 normal subjects. METHODS: The possible correlation between ZFPM2-AS1 and XIST expression levels was analyzed with general characteristics and clinicopathological features. The performance in diagnosis was …assessed according to receiver operating characteristic (ROC) analysis. RESULTS: According to the results, XIST and ZFPM2-AS1 expression remarkably increased within GC plasma relative to normal subjects (P < 0.01); besides, lncRNA XIST expression after surgery had a tendency of downregulation compared with preoperative levels (P < 0.05). Moreover, the area under ROC curve (AUC) values were 0.62 for ZFPM2-AS1 and 0.68 for XIST, while the pooled AUC value of CA-724 and two lncRNAs was 0.751. CONCLUSION: Circulating lncRNAs ZFPM2-AS1 and XIST can serve as the candidate plasma biomarkers used to diagnose GC. Show more

Keywords: Long noncoding RNA, gastric cancer, ZFPM2-AS1, XIST, diagnosis, plasma, biomarker

DOI: 10.3233/THC-232033

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4919-4928, 2024

Authors: Zhong, Fengxing | Yin, Xiuping | Liu, Xinxin | Zhang, Qiming

Article Type: Research Article

Abstract: BACKGROUND: Understanding how pharmaceutical formulas target specific illnesses is crucial for developing effective treatments. Enriching ion channel data is a critical first step in comprehending a formula’s mechanism of action. OBJECTIVE: This study aims to explore the effective disease spectrum of the Qi Yu granule formula through network pharmacology analysis and backtracking, and analyze its potential curative effects on liver and spleen system diseases, particularly depression and breast cancer. METHODS: Using pharmacological tools and database analysis, the ion channel data of the formula’s components were investigated. The effective disease spectrum was determined, and …diseases related to liver and gallbladder, liver depression, and spleen deficiency were identified. Network pharmacology analysis was conducted to backtrack diseases, target gene proteins, and drug compositions. The extraction technology of volatile oil from medicinal herbs was experimentally studied to optimize the preparation process. RESULTS: The effective disease spectrum analysis identified potential curative effects of the Qi Yu granule formula on various diseases, including breast cancer. Backtracking revealed relationships between diseases, target gene proteins, and drug compositions. Experimental studies on volatile oil extraction provided insights into optimizing the preparation process. CONCLUSION: The study underscores the potential therapeutic benefits of the Qi Yu granule formula for liver and spleen system diseases. By integrating network pharmacology analysis and experimental research, this study offers valuable insights into the formulation and efficacy of the Qi Yu granules, paving the way for further exploration and optimization of TCM formulations. Show more

Keywords: Qi Yu granules, liver stagnation, edible plants, network pharmacology, spleen deficiency syndrome

DOI: 10.3233/THC-232034

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4929-4946, 2024

Authors: Wu, Xiaoqian | Chen, Cheng | Quan, Lili

Article Type: Research Article

Abstract: BACKGROUND: Traditional methods have the limitations of low accuracy and inconvenient operation in analyzing students’ abnormal behavior. Hence, a more intuitive, flexible, and user-friendly visualization tool is needed to help better understand students’ behavior data. OBJECTIVE: In this study a visual analysis and interactive interface of students’ abnormal behavior based on a clustering algorithm were examined and designed. METHODS: Firstly, this paper discusses the development of traditional methods for analyzing students’ abnormal behavior and visualization technology and discusses its limitations. Then, the K-means clustering algorithm is selected as the solution to find potential …abnormal patterns and groups from students’ behaviors. By collecting a large number of students’ behavior data and preprocessing them to extract relevant features, a K-means clustering algorithm is applied to cluster the data and obtain the clustering results of students’ abnormal behaviors. To visually display the clustering results and help users analyze students’ abnormal behaviors, a visual analysis method and an interactive interface are designed to present the clustering results to users. The interactive functions are provided, such as screening, zooming in and out, and correlation analysis, to support users’ in-depth exploration and analysis of data. Finally, the experimental evaluation is carried out, and the effectiveness and practicability of the proposed method are verified by using big data to obtain real student behavior data. RESULTS: The experimental results show that this method can accurately detect and visualize students’ abnormal behaviors and provide intuitive analysis results. CONCLUSION: This paper makes full use of the advantages of big data to understand students’ behavior patterns more comprehensively and provides a new solution for students’ management and behavior analysis in the field of education. Future research can further expand and improve this method to adapt to more complex students’ behavior data and needs. Show more

Keywords: Clustering algorithm, student behavior, big data, visual analysis, interactive interface

DOI: 10.3233/THC-232054

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4947-4963, 2024

Authors: Wang, Jing | Yin, Liang

Article Type: Research Article

Abstract: BACKGROUND: More than a million people are affected by brain tumors each year; high-grade gliomas (HGGs) and low-grade gliomas (LGGs) present serious diagnostic and treatment hurdles, resulting in shortened life expectancies. Glioma segmentation is still a significant difficulty in clinical settings, despite improvements in Magnetic Resonance Imaging (MRI) and diagnostic tools. Convolutional neural networks (CNNs) have seen recent advancements that offer promise for increasing segmentation accuracy, addressing the pressing need for improved diagnostic and therapeutic approaches. OBJECTIVE: The study intended to develop an automated glioma segmentation algorithm using CNN to accurately identify tumor components in MRI …images. The goal was to match the accuracy of experienced radiologists with commercial instruments, hence improving diagnostic precision and quantification. METHODS: 285 MRI scans of high-grade gliomas (HGGs) and low-grade gliomas (LGGs) were analyzed in the study. T1-weighted sequences were utilised for segmentation both pre-and post-contrast agent administration, along with T2-weighted sequences (with and without Fluid Attenuation by Inversion Recovery [FAIRE]). The segmentation performance was assessed with a U-Net network, renowned for its efficacy in medical image segmentation. DICE coefficients were computed for the tumour core with contrast enhancement, the entire tumour, and the tumour nucleus without contrast enhancement. RESULTS: The U-Net network produced DICE values of 0.7331 for the tumour core with contrast enhancement, 0.8624 for the total tumour, and 0.7267 for the tumour nucleus without contrast enhancement. The results align with previous studies, demonstrating segmentation accuracy on par with professional radiologists and commercially accessible segmentation tools. CONCLUSION: The study developed a CNN-based automated segmentation system for gliomas, achieving high accuracy in recognising glioma components in MRI images. The results confirm the ability of CNNs to enhance the accuracy of brain tumour diagnoses, suggesting a promising avenue for future research in medical imaging and diagnostics. This advancement is expected to improve diagnostic processes for clinicians and patients by providing more precise and quantitative results. Show more

Keywords: Biomedical imaging, CNN, deep learning, glioma, neuroimages, MRI

DOI: 10.3233/THC-240158

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4965-4982, 2024

Authors: Wen, Yi | Li, Xinyan | Shu, Wan | Zhang, Hong | Shen, Zhefan | Huang, Zhaoxia

Article Type: Review Article

Abstract: BACKGROUND: About 186 million people in the world suffer from infertility, and there is one infertile couple in every 4–6 couples. It is thus essential to find effective psychological treatment. OBJECTIVE: To conduct a systematic review of previous meta-analyses on mindfulness-based therapy outcomes in infertile female patients and a meta-analysis of studies nested within these meta-analyses. METHODS: Randomized controlled trials (RCTS) on the efficacy of mindset-based interventions in infertile female patients were retrieved from PubMed, The Cochrane Library, Embase, Web of Science, CNI, VIP Database, and Wanfang Database until March 1, 2023. Two …researchers screened the literature, extracted data according to inclusion and exclusion criteria, and conducted quality control according to Cochrane Handbook 5.1.0. When there was ambiguity, a third party determined it. The meta-analysis was performed using RevMan 5.3 software. RESULT: 14 randomized controlled trials involving 1784 patients were included. Meta-analysis showed that compared with conventional care, mindfulness-based intervention can effectively relieve anxiety in female infertility patients [SMD = - 2.25, 95% CI (- 2.90, - 1.60), P < 0.00001], depression [SMD = - 2.25, 95% CI (- 2.99, - 1.52), P < 0.00001], perceived stress [SMD = - 0.99, 95% CI (- 1.27, - 0.71), P < 0.00001], improved quality of life, physiological function [MD = 14.03, 95% CI (11.98, 16.07), P < 0.00001], Role limitations due to physical problems [MD = 11.30, 95% CI (5.71, 16.90), P < 0.0001], vitality [MD = 11.55, 95% CI (9.46, 13.65), P < 0.00001], mental health [MD = 17.32, 95% CI (15.29, 19.35), P < 0.00001]. CONCLUSION: Existing evidence shows that mindfulness therapy can effectively relieve the anxiety and depression of infertile women, reduce the level of stress, and improve the quality of life and sleep quality. However, due to the limited quantity and quality of the literature, multi-center, large-sample, and high-quality randomized controlled studies should be conducted in the future. Show more

Keywords: Mindfulness-based therapy, infertility, women, meta-analysis, evidence-based nursing, randomized controlled trial (RCTS), RF dimension

DOI: 10.3233/THC-240174

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4983-4997, 2024

Authors: Zhi, Jin | Li, Zhao

Article Type: Research Article

Abstract: BACKGROUND: Cerebral infarction is a health problem of global concern and brings a particular burden to medical treatment. OBJECTIVE: To analyze the correlation between insulin resistance (IR) levels and changes in cerebral atherosclerosis (AS) degree in non-diabetic patients with cerebral infarction. METHODS: A total of 134 non-diabetic patients with cerebral infarction who visited the Department of Neurology of our hospital from May 2019 to October 2020 were selected and underwent MRA/CTA (Magnetic resonance angiography/Computed tomography angiography) of cerebral arteries to refine the cerebrovascular imaging data, and according to the results of cerebral AS …load, the patients were divided into mild AS group and severe AS group, and the insulin resistance index was calculated with HOMA-IR (homeostasis model assessment of insulin resistance) to evaluate the IR level and HOMA-IR was compared between the two groups. Spearman correlation was used to analyze the correlation between the levels of IR in patients and the changes in cerebral AS load. RESULTS: 54 individuals had severe AS and 80 patients had mild AS, according to an MRA/CTA of the cerebral arteries. There was a significant difference (P < 0.05) in HOMA-IR between the difficult and gentle AS groups. A significant link between HOMA-IR and the severity of cerebral AS in patients was found using Spearman correlation analysis (r = 0.850, P < 0.05). CONCLUSION: The IR phenomenon was prevalent in non-diabetic patients with cerebral infarction, and the level of IR was closely related to the severity of cerebral AS. Show more

Keywords: Non-diabetic cerebral infarction, insulin resistance, Cerebral AS, relevance, metabolic syndrom

DOI: 10.3233/THC-240179

Citation: Technology and Health Care, vol. 32, no. 6, pp. 4999-5007, 2024

Authors: Hao, Huawen | Qiao, Wei | Wu, Yaguang

Article Type: Research Article

Abstract: BACKGROUND: The rapid growth of cities has been accompanied by problems with urban air quality, making air pollution challenging to manage. In this situation, people focus on indoor building materials to improve air quality. OBJECTIVE: In this paper, a novel bola-type surfactant was synthesized and used as a template, using ethyl orthosilicate and sodium meta-aluminate as the silicon and aluminum source, in the ratio of n (NaOH ): n (NaAIO2 ): n (SiO2 ): n (SDA ): n (H2 O) as 30:2.5:120:5:4800. …METHODS: Hydrothermal preparation of ZSM-5 molecular sieves with a nanosheet structure (H-ZSM-5) was accomplished. The manufactured lamellar ZSM-5 molecular sieves were examined using X-ray diffraction, transmission electron microscopy, scanning electron microscopy, and adsorption and desorption techniques. RESULTS: Traditional microporous ZSM-5 had a considerably lower static adsorption of formaldehyde molecules. The findings demonstrated that the nano-lamellar H-ZSM-5 molecular sieve can purify and eliminate larger molecular VOCs inside because it has the ability to adsorb larger molecular diameter VOCs. Additionally, the effectiveness of the adsorption was assessed using toluene vapour molecules with higher molecular diameters. CONCLUSION: The findings demonstrate that the nanosheet H-ZSM-5 molecular sieve can remove bigger molecule VOCs from indoor air and can be utilised to purify indoor spaces. This study offers a fresh approach to indoor environmental cleanup by demonstrating the capability of nano-lamellar H-ZSM-5 molecular sieves for molecular adsorption. Show more

Keywords: Bola-type surfactant, H-ZSM-5, formaldehyde, toluene, adsorption

DOI: 10.3233/THC-240187

Citation: Technology and Health Care, vol. 32, no. 6, pp. 5009-5023, 2024

Authors: Pandey, Anand | Singh, Ajeet | Boyapati, Prasanthi | Chaturvedi, Abhay | Purushotham, N. | M, Sangeetha

Article Type: Research Article

Abstract: BACKGROUND: Heart disease represents the leading cause of death globally. Timely diagnosis and treatment can prevent cardiovascular issues. An Electrocardiograms (ECG) serves as a diagnostic tool for identifying heart difficulties. Cardiovascular Disease (CVD) often gets identified through ECGs. Deep learning (DL) garners attention in healthcare due to its potential in swiftly diagnosing ECG anomalies, crucial for patient monitoring. Conversely, automatic CVD detection from ECGs poses a challenging task, wherein rule-based diagnostic models usually achieve top-notch performance. These models encounter complications in supervision vast volumes of diverse data, demanding widespread analysis and medical capability to ensure precise CVD diagnosis. …OBJECTIVE: This study aims to enhance cardiovascular disease diagnosis by combining symptom-based detection and ECG analysis. METHODS: To enhance these experiments, we built a novel automated prediction method based on a Feed Forward Neural Network (FFNN) model. The fundamental objective of our method is to develop the accuracy of ECG diagnosis. Our strategy employs chaos theory and destruction analysis to combine optimum deep learning features with a well-organized set of ECG properties. In addition, we use the constant-Q non-stationary Gabor transform (CQNGT) to convert one-dimensional ECG data into a two-dimensional picture. A pre-trained FFNN processes this image. To identify significant features from the FFNN output that correspond with the ECG data, we employ pairwise feature proximity. RESULTS: According to experimental findings, the suggested system, FFNN-CQNGT, surpasses other state-of-the-art systems in terms of precision of 94.89%, computational efficiency of 2.114 ms, accuracy of 95.55%, specificity of 93.77%, and sensitivity of 93.99% and MSE 40.32%. CONCLUSION: Contributing an automated ECG-based DL system based on FFNN-CQNGT for early-stage cardiovascular disease identification and classification holds great potential for both patient care and public health. Show more

Keywords: Cardiovascular Disease (CVD), Electrocardiograms (EEG), Feed Forward Neural Network (FFNN), constant-Q non-stationary Gabor transform (CQNGT)

DOI: 10.3233/THC-240543

Citation: Technology and Health Care, vol. 32, no. 6, pp. 5025-5045, 2024

Authors: Li, Xia | Dong, Lili

Article Type: Research Article

Abstract: BACKGROUND: Breast cancer (BC) is one of the most common malignancies in women and imposes a significant health burden globally. According to data from the World Health Organization, the incidence of BC has been increasing steadily over the years. It has become one of the leading causes of cancer-related death among women worldwide. OBJECTIVE: This work was to evaluate the combined intervention effect of psychological care along with the use of ondansetron, dexamethasone, and promethazine hydrochloride in breast cancer (BC) patients undergoing chemotherapy, including their impact on nausea and vomiting control, quality of life (QoL), and …psychological status. METHODS: 64 BC patients undergoing chemotherapy were collected and randomly rolled into a control group (Group C) and an intervention group (Group I). Group C received ondansetron combined with routine psychological support and counseling therapy, while Group I received a combination of ondansetron, dexamethasone, promethazine hydrochloride, and psychological care therapy. Self-assessment scores for anxiety, QoL ratings, white blood cell counts, and incidence of adverse reactions were assessed and compared between the two groups. RESULTS: Group I showed better control of nausea and vomiting versus Group C (P < 0.05). Marked improvements were also observed in the self-rating anxiety scale (SAS) scores, white blood cell counts, and nursing satisfaction in Group I versus Group C (P < 0.05). Nevertheless, the two groups had no significant difference regarding QoL scores (P > 0.05). CONCLUSION: the combination of psychological care with ondansetron, dexamethasone, and promethazine hydrochloride effectively controls nausea and vomiting symptoms in BC patients undergoing chemotherapy and provides higher levels of clinical nursing satisfaction. Show more

Keywords: Chemotherapy for breast cancer, psychological nursing, ondansetron, dexamethasone, promethazine hydrochloride

DOI: 10.3233/THC-240695

Citation: Technology and Health Care, vol. 32, no. 6, pp. 5047-5063, 2024

Authors: Yang, Xi | Zhang, Jianmei | Liang, Yanyan

Article Type: Research Article

Abstract: BACKGROUND: Myopia is a frequent visual problem, and the relationship between choroidal thickness (CT) and the degree of myopia has been a hot topic in myopia research. OBJECTIVE: This work aimed to explore the correlation between CT and the degree of myopia, providing a reference for diagnosing and treating myopia. METHODS: A cross-sectional study was conducted from September 2021 to December 2022, collecting data from 95 myopic patients aged between 18 and 50 years in the outpatient department. All subjects’ CT in the macular center (MC), spherical equivalent (SE), and other ocular parameters …were measured. Furthermore, the Pearson correlation coefficient (PCC) analyzed relationships between CT and various factors. RESULTS: The choroid was thickest in the MC and gradually became thinner towards the periphery, with the thinnest region located nasally in the healthy group. In the mild, moderate, and severe myopia groups, the choroid was thickest at 1,000 μ m temporal to the fovea, becoming thinner towards the periphery, with the thinnest region located nasally. The MC’s CT was correlated with a family history of myopia, SE, axial length (AL), and intraocular pressure (IOP). Meanwhile, there was a negative linear relationship between AL and CT in the MC (standard coefficient (SC) of - 0.596, P -value of 0.000, tolerance of 0.217, and variance inflation factor (VIF) of 4.467), and a positive linear correlation between SE and CT in the MC (SC of 0.205, P -value of 0.013, tolerance of 0.257, and VIF of 3.792). CONCLUSION: This work provided clues for further understanding of the pathogenesis of myopic eyes and served as a scientific basis for early screening and treatment of myopia. Additionally, investigating the correlation between myopia and CT can also yield a reference for developing personalized myopia management strategies, which will help slow down myopia’s progression and prevent related complications. Show more

Keywords: Choroidal thickness in the macular center, myopia, spherical equivalent, axial length, linear correlation

DOI: 10.3233/THC-240761

Citation: Technology and Health Care, vol. 32, no. 6, pp. 5065-5080, 2024

Authors: Anjikumar, Tamarapalli | Chakravarthy, A.S.N.

Article Type: Research Article

Abstract: BACKGROUND: In the Healthcare (HC) sector, the usage of Wireless Sensor Healthcare Networks (WSHN) is attaining specific importance. The sensor device is implanted into the patient’s body, and the sensed health information of patients is transformed via data aggregating devices like mobile devices, cameras, and so on, to the doctors. Thus, the early signs of diseases are identified, and remote monitoring of the patient’s health is carried out by the physician on time. This aids in improving the health condition of the people and reduces the severity of disorders. But, the security gap in HC remains unresolved, despite various …advantages. OBJECTIVE: This work proposes secured data communication in WSHN using Exponential Message Digest5 (EXP-MD5) and Diffie Hellman Secret Key-based Elliptic Curve Cryptography (DHSK-ECC) techniques. METHODS: Primarily, the patient registers their details in the Hospital Cloud Server (HCS). With hospital ID and patient ID, public and private keys are generated during registration. Afterward, by utilizing the Navie Shuffling (NS) technique, n Cr combinations are created and shuffled. After shuffling, any of the randomly selected combinations are encoded utilizing the American Standard Code for Information Interchange (ASCII) code. For patient authentication, the ASCII code is further converted into a Quick Response(QR) code. Upon successful registration, the patient logs in to HCS. The patient can book for doctor’s appointment if the login details are verified with those of the registered details. On consulting the doctor at the pre-informed time, the digital signature is created utilizing the Universal Unique Salt-based Digital Signature Algorithm (UUS-DSA) for authenticating the patient details. Further, for providing accessibility to all the authorized patients, the registered patients on HCS are considered as nodes. Then, an authorized path is created using the EXP-MD5 technique to protect each individual patient’s details. The patient’s IoT data is sensed, followed by authorized path creation. The data is encrypted via the DHSK-ECC algorithm for secure data transmission. Lastly, all the information is stored in HCS, so that the patient’s health condition is regularly monitored by the doctor and the needy advice is suggested to the patients in the future. Also, hash matching is carried out when the doctor needs to access data. RESULTS: The proposed technique’s efficacy is validated by the performance analysis in comparison with other conventional techniques. CONCLUSION: In this proposed research, the authentication is performed in multiple scenarios to enhance data security and user privacy. The patient details are authenticated during registration and verification to access the online consultation only by the authorized person. Further, the patient health information is encrypted in the proposed work after consultation so that the intrusion of medical records by malicious users and data tampering is prevented. Also, the sensed data gathered from patients are transferred to the HCS by creating the authorized path, which further enhances the security of patient data. Thus, the data communication of the WSHN is well-secured in this work through multi-level authentication and improved cryptography techniques. Show more

Keywords: Data security, privacy-preserving, healthcare networks, Universal Unique Salt-based Digital Signature Algorithm (UUS-DSA), Hospital Cloud Server (HCS), Diffie Hellman Secret Key-based Elliptic Curve Cryptography (DHSK-ECC)

DOI: 10.3233/THC-240790

Citation: Technology and Health Care, vol. 32, no. 6, pp. 5081-5103, 2024

Authors: Gayathri D, Bala | Sangeetha, D.

Article Type: Research Article

Abstract: BACKGROUND: In the modern medical industry, sensors and other medical electronic equipment such as ECG, thermometers, etc. that measure vitals like blood pressure, body temperature, heartbeat, and blood cells are used to record patient data. The information gathered helps to create a patient profile, which in turn helps doctors treat patients appropriately and helps users gain insights into their health. But, the information collected is regionally specific and not worldwide. Thus, this may create problems in transparency, integrity, and much more. The medical details of patients collected are stored in a simple database which appears to be a centralized …application that is prone to be modified or hacked by intruders and also suffers from fault tolerance. OBJECTIVE: This paper aims to solve this problem using Blockchain and Data Possession methodologies. METHODS: Blockchain helps to store multiple copies of data in a decentralized fashion. Thus, a secured model could be implemented using blockchain in which the patient’s data can be securely sent to any medical professional, thus promoting transparency, security, and integrity. RESULTS: Provable Data Possession helps the users to verify that their information is intact and has not been tampered. It can be achieved using cryptography which encrypts the information of the patients stored. CONCLUSION: This paper will be beneficial for the medical department and the public such that it will be beneficial in terms of transparency, scalability, and security. Show more

Keywords: Blockchain, provable data possession, SQL injection attacks, machine learning, neural networks, cryptography

DOI: 10.3233/THC-240921

Citation: Technology and Health Care, vol. 32, no. 6, pp. 5105-5127, 2024

Authors: Liu, Dongquan | Zhao, Yonggang | Liu, Bangquan

Article Type: Research Article

Abstract: BACKGROUND: Pulmonary nodule, one of the most common clinical phenomena, is an irregular circular lesion with a diameter of ⩽ 3 cm in the lungs, which can be classified as benign or malignant. Differentiating benign and malignant pulmonary nodules has an essential effect on clinical medical diagnosis. OBJECTIVE: To explore the clinical value and diagnostic effects of the lung nodule classification and segmentation algorithm based on deep learning in differentiating benign and malignant pulmonary nodules. METHODS: A deep learning model with a fine-grained classification manner for the discrimination of pulmonary …models in Dr.Wise Lung Analyzer. This study retrospectively enrolled 120 patients with pulmonary nodules detected by chest spiral CT from March 2021 to September 2022 in the radiology department of Ninghai First Hospital. The DL-based method and physicians’ accuracy, sensitivity, and specificity results were compared using the pathological results as the gold standard. The ROC curve of the deep learning model was plotted, and the AUCs were calculated. RESULTS: On 120 CT images, pathologically diagnosed 81 malignant nodules and 122 benign modules. The AUCs of radiologists’ diagnostic approach and DL-base method for differentiating patients were 0.62 and 0.81; radiologists’ diagnostic approach and DL-base method achieved AUCs of 0.75 and 0.90 for benign and malignant pulmonary nodules differentiate. The accuracy, sensitivity, and specificity with the deep learning model were 73.33%, 78.75%, and 62.50%, respectively, while the accuracy, sensitivity, and specificity with the physician’s diagnosis were 63.33%, 66.25%, and 57.500. CONCLUSION: There was no significant difference between the diagnosis results of the proposed DL-based method and the radiologists’ diagnostic approach in differentiating benign and malignant lung nodules on spiral CT (P < 0.05). Show more

Keywords: Benign and malignant pulmonary nodule, deep learning, diagnosis, early diagnosis

DOI: 10.3233/THC-241079

Citation: Technology and Health Care, vol. 32, no. 6, pp. 5129-5140, 2024

Authors: Kong, Yang | Wang, Yizhi | Yang, Qifan | Ye, Song

Article Type: Research Article

Abstract: BACKGROUND: Bibliometric analysis of liver cancer research, particularly in immunotherapy, reveals crucial insights. The US leads in liver cancer mortality but ranks fifth globally. OBJECTIVE: Scopus database analysis identified 2,349 papers, with the top 100 ranging from 127 to 4,959 citations. Notably, “Microenvironmental Regulation of Tumours Progression and Metastasis” in the Journal of Nature Medicine garnered the highest citations. METHODS: Journals like the Journal of Hepatology, Hepatology, and Nature Reports Clinical Oncology contributed significantly. Understanding molecular mechanisms and prognostic indicators is paramount for advancing combination therapies. RESULTS: For better patient …outcomes, research trends in liver cancer immunotherapy point to improved treatment protocols, knowledge of the tumor microenvironment, combining therapies, predicting disease course, international cooperation, sophisticated surgical techniques, early detection, oncolytic virotherapy, and patient-centered care. CONCLUSIONS: This research underscores immunotherapy’s pivotal role and encourages further exploration, offering valuable insights into liver cancer treatment trends. Show more

Keywords: Liver cancer, immunotherapy, bibliometric analysis, research trends, oncology

DOI: 10.3233/THC-241111

Citation: Technology and Health Care, vol. 32, no. 6, pp. 5141-5155, 2024