Technology and Health Care - Volume 33, issue 1

Authors: Gu, Lei | Zhen, Yun | Huang, Zhenlin | Chen, Tianbao | Li, Fuxiong | Chen, Kaipeng

Article Type: Research Article

Abstract: BACKGROUND: sTREM-1H and miR-126 play crucial roles in inflammation and immune responses, yet their involvement in patients with pulmonary infection following cranial injury remains understudied. OBJECTIVE: The distribution of pathogens causing infection in patients with pulmonary infection after craniocerebral injury was explored, and the changes in the levels of soluble triggering receptor expressed on myeloid cells-1 (sTREM-1) and miR-126 in peripheral blood were analyzed. METHODS: In this study, 60 patients (study group) with postoperative lung infection in craniocerebral injury treated from January 2019 to December 2, 2021, and 60 patients without lung infection …were selected as the control group. The study group received anti-infection treatment. The infection pathogen of the study group was tested, and the changes of sTREM-1 and miR-126 levels in the peripheral blood of the study and control groups were recorded to explore the diagnosis and predictive Value of prognostic death. RESULTS: 66 pathogens were detected, including 18 gram-positive bacteria, 42 gram-negative bacteria, and 6 fungi. The sTREM-1 level was higher than the control group, and the miR-126 level was lower than the control group. By ROC curve analysis, the diagnostic AUC values of both patients were 0.907 and 0.848, respectively (P < 0.05). Compared to those in the study group, patients had decreased sTREM-1 levels and increased miR-126 levels after treatment (P < 0.05). Compared with the survival group, patients in the death group had increased sTREM-1 levels and decreased miR-126 levels, and ROC curve analysis, the predicted AUC death values were 0.854 and 0.862, respectively. CONCLUSION: Gram-negative bacteria, with increased peripheral sTREM-1 levels and decreased miR-126 levels. The levels of sTREM-1 and miR-126 have specific diagnostic and prognostic Values for pulmonary infection after craniocerebral injury. However, the study’s conclusions are drawn from a limited sample and short-term data, which might limit their broader applicability. Future studies with larger populations and longitudinal designs are required to confirm these findings and determine these biomarkers’ robustness across different settings. Further research should also explore how these biomarkers influence patient outcomes in craniocerebral injuries. Show more

Keywords: Craniocerebral injury, lung infection, pathogen distribution, soluble Toll-like receptor-stimulated gene 1, miR-126

DOI: 10.3233/THC-240749

Citation: Technology and Health Care, vol. 33, no. 1, pp. 157-165, 2025

Authors: Valiaveetil, Della Reasa | T, Kanimozhi

Article Type: Research Article

Abstract: BACKGROUND: Leukemia is a cancer that develops in the bone marrow and blood that is brought on by an excessive generation of abnormal white blood cells. This disease damages deoxyribonucleic acid (DNA), which is associated with immature cells, particularly white blood cells. It is time-consuming and requires enhanced accuracy for radiologists to diagnose acute leukemia cells. OBJECTIVE: To overcome this issue, we have studied the use of a novel proposed LEU-EHO NET. METHODS: LEU-EHO NET has been proposed for classifying blood smear images based on leukemia-free and leukemia-infected images. Initially, the input blood …smear images are pre-processed using two techniques: normalization and cropping black edges in images. The pre-processed images are then subjected to MobileNet for feature extraction. After that, Elephant Herding Optimization (EHO) is used to select the relevant feature from the retrieved characteristics. Finally, Faster RCNN is trained with the selected features to perform the classification task and discriminate between Normal and Abnormal. RESULTS: The total accuracy of the proposed LEU-EHO NET is 99.30%. The proposed LEU-EHO NET model enhances the overall accuracy by 0.69%, 16.21%, 1.10%, 1.71%, and 1.38% better than Inception v3 XGBoost, VGGNet, DNN, SVM and MobilenetV2 respectively. CONCLUSION: The approach needs to be improved so that overlapped cells can be segmented more accurately. Additionally, future work might improve classification accuracy by utilizing different deep learning models. Show more

Keywords: Deep learning, elephant herding optimization, MobileNet, leukemia disease

DOI: 10.3233/THC-240750

Citation: Technology and Health Care, vol. 33, no. 1, pp. 167-183, 2025

Authors: Wu, Weichuan | Li, Chengyan | Men, Donghai | Li, Xiaopeng | Huang, Baqi

Article Type: Research Article

Abstract: BACKGROUND: Multiple studies have shown that early decompressive surgery in patients with intracerebral hemorrhage can effectively limit hematoma expansion, reduce perihematomal edema, and improve prognosis. However, these studies are limited by small sample sizes and short follow-up times. OBJECTIVE: To analyze the effect of early decompressive surgery on the long-term prognosis of patients with cerebral hemorrhage and identify the influencing factors for poor prognosis. METHODS: A retrospective analysis of 78 patients with cerebral hemorrhage admitted between January 2020 and December 2022 was conducted. Patients were divided into early and delayed surgery groups for comparison of …outcomes such as mortality rate, modified Rankin Scale score, and Short Form-36 scores. Additionally, factors influencing long-term prognosis were analyzed through logistic regression based on significant differences observed between groups. RESULTS: The early decompressive surgery group showed superior outcomes with lower mortality rates, modified Rankin Scale (mRS) scores, hematoma expansion rates, and perihematomal edema volumes compared to the delayed surgery group (P < 0.05). Additionally, age, preoperative Glasgow Coma Scale (GCS) score, preoperative hematoma volume, and a history of hypertension or diabetes were identified as independent prognostic factors for patients with cerebral hemorrhage, with odds ratios (ORs) greater than 1. CONCLUSIONS: Early decompressive surgery can improve the long-term prognosis and quality of life of patients with cerebral hemorrhage, reduce mortality rates, and decrease hematoma expansion and perihematomal edema. Older patients, those with higher preoperative hematoma volume and GCS score, and those with coexisting hypertension and diabetes should be given special attention to decrease the occurrence of adverse prognosis. Show more

Keywords: Early decompressive surgery, cerebral hemorrhage, long-term prognosis, influencing factors

DOI: 10.3233/THC-240766

Citation: Technology and Health Care, vol. 33, no. 1, pp. 185-194, 2025

Authors: Liu, Bo | Wang, Kebing | Ye, Si

Article Type: Research Article

Abstract: BACKGROUND: Accurately identifying the branches of pulmonary segmental vessels and bronchi, as well as adjacent structures, and determining the spatial location of lesions within pulmonary segments, are major challenges for thoracic surgeons. The application of three-dimensional reconstruction technology holds promise in addressing this issue. OBJECTIVE: To evaluate the clinical value of three-dimensional reconstruction in thoracoscopic segmental surgery. METHODS: Seventy-seven patients who underwent thoracoscopic segmental surgery combined with three-dimensional reconstruction at our hospital from January 1, 2020, to August 31, 2023, were retrospectively analyzed. Preoperative chest enhanced CT scans were conducted, and MIMICS software …aided in reconstructing DICOM format original data for patients with pulmonary nodules to facilitate intraoperative nodule localization. Accurate segmental pneumonectomy was performed by comparing preoperative anatomical identification of target segmental arteries, veins, and bronchi, with surgical details and postoperative outcomes recorded, including intraoperative pulmonary resection distribution, operation time, blood loss, chest tube drainage, extubation time, hospital stay, and complications. RESULTS: Following preoperative three-dimensional reconstruction, successful segmental lung surgeries were performed, predominantly with single segmental resection (92.2%), and a minority with combined segmentectomy (7.8%). Median operation time was 130225 minutes, with intraoperative blood loss at 70100 mL and postoperative chest tube drainage at 347 mL (159690 mL). Median extubation time and hospital stay were 4 days and 7 days, respectively. Complications within the 3-month follow-up affected 11.7% of cases, including persistent pulmonary leakage (7.1%), pulmonary infection (4.3%), atelectasis (4.3%), and pleural effusion (1.4%), with no fatalities. CONCLUSION: Preoperative 3D reconstruction can help the operator to perform safe, efficient and accurate thoracoscopic segmental pneumonectomy, which is worth popularizing in clinic. Show more

Keywords: Segmental resection, pulmonary nodules, lung cancer, thoracoscopic three-dimensional reconstruction

DOI: 10.3233/THC-240786

Citation: Technology and Health Care, vol. 33, no. 1, pp. 195-203, 2025

Authors: Chen, Yumei | Chen, Yanbin

Article Type: Research Article

Abstract: BACKGROUND: Although literature suggests that exercise can improve symptoms in Parkinson’s Disease (PD) patients, research on the effects of aerobic exercise and resistance training (AE&RT) in early-stage PD remains limited. Understanding the synergistic effects of these exercise modalities can provide valuable insights for optimizing exercise interventions for PD patients, particularly in the early stages of the disease, where interventions may have the greatest impact on long-term functional outcomes. OBJECTIVE: This study aimed to investigate the effects of a combined AE&RT program on motor function, postural stability, and cognitive processing speed in early stage PD patients. …METHODS: A total of 236 participants with early-stage PD were assigned to either the Aerobic Exercise Group (AE group) (n = 112) or the AE&RT Group (n = 124) inthis controlled randomized trial. The study employed a one-year supervised exercise program, with the AE Group participating in aerobic activities and the AE&RT Group engaging in combined AE&RT. Outcome measures included symptom improvement, motor function, postural stability, cognitive processing speed, peak oxygen consumption, quality of life evaluation, and the incidence of adverse events. RESULTS: The AE&RT Group demonstrated greater improvements in tremor, muscle rigidity, gait instability, sleep problems, and hyposmia compared to the AE Group. Additionally, the combined exercise group exhibited better cognitive processing speed, as well as enhanced motor function and postural stability. Peak oxygen consumption was significantly higher in the AE&RT Group. However, the quality of life evaluation indicated a statistically higher quality of life in the AE Group. There was no significant difference in the incidence of adverse events between the two groups. CONCLUSION: The findings suggest that the integration of AE&RT in early-stage PD patients leads to more comprehensive improvements in motor symptoms, cognitive function, postural stability, and cardiovascular fitness compared to aerobic exercise alone. These results have important implications for developing tailored exercise interventions to enhance the physical and cognitive well-being of individuals with early-stage PD. Show more

Keywords: Aerobic exercise, resistance exercise, postural stability, cognitive processing speed, parkinson’s disease

DOI: 10.3233/THC-240821

Citation: Technology and Health Care, vol. 33, no. 1, pp. 205-214, 2025

Authors: Yang, Zhongpeng | Tang, Yucong | Shan, Shuxiang

Article Type: Research Article

Abstract: BACKGROUND: Tuberculosis (TB), primarily caused by Mycobacterium tuberculosis , remains a significant global health concern. Targeted Next-Generation Sequencing (tNGS) has emerged as a rapid and comprehensive diagnostic tool for tuberculosis, offering advantages over traditional methods and serving as an effective alternative for drug susceptibility testing and the detection of drug-resistant tuberculosis. OBJECTIVE: This study aimed to retrospectively analyze the clinical characteristics of pulmonary tuberculosis patients. After explore the application value of targeted next-generation sequencing technology in this patient population, providing valuable insights for clinical diagnosis and treatment. METHODS: In this retrospective study, we …analyzed data from 65 patients with laboratory-confirmed tuberculosis admitted to Tianjin Baodi Hospital from November 14, 2020, to February 1, 2023. Patients underwent bronchoalveolar lavage fluid (BALF) testing, including acid-fast staining, culture, and tNGS. Biopsies and histopathological examinations were performed on some patients, along with comprehensive radiological assessments for all. RESULTS: Among the 65 pulmonary tuberculosis patients, targeted next-generation sequencing detected pathogens in bronchoalveolar lavage fluid with a positivity rate of 93.8%, significantly higher than traditional methods such as acid-fast staining, culture, and pathology. Compared to bronchoalveolar lavage fluid smear, targeted next-generation sequencing demonstrated significantly higher diagnostic sensitivity (98.46% vs. 26.15%) and accuracy (98.46% vs. 26.15%). CONCLUSION: Targeted next-generation sequencing, with its high sensitivity and specificity compared to traditional methods, provides unique advantages in detecting pathogens among these patients, highlighting its importance in disease management. Show more

Keywords: Pulmonary tuberculosis, bronchoalveolar lavage, pathology, targeted next-generation sequencing

DOI: 10.3233/THC-240823

Citation: Technology and Health Care, vol. 33, no. 1, pp. 215-223, 2025

Authors: Li, Chunbo | Li, Kejun

Article Type: Research Article

Abstract: BACKGROUND: Scientific treatments for postpartum urinary incontinence, including pelvic floor muscle exercises (such as Kegel exercises) and infrared therapy, can effectively improve pelvic floor and urethral function, thus enhancing quality of life. However, clinical research on the combined use of these interventions for postpartum urinary incontinence is limited. OBJECTIVE: To investigate the combining efficacy of pelvic floor muscle exercises with infrared physiotherapy on postpartum urinary incontinence. METHODS: Clinical information of 102 patients with postpartum urinary incontinence (June 2021–June 2022) were collected and analyzed. Patients were randomly divided into control (conventional intervention) and observation …(pelvic floor muscle exercises combined with infrared physiotherapy) groups, with 52 and 50 cases respectively. We compared pelvic floor muscle strength, urodynamic indicators, leakage volume, quality of life, and overall clinical efficacy between the two groups. RESULTS: Before intervention, both groups had similar pelvic floor function scores and urodynamic indicators. Post-intervention, the pelvic floor function scores in the observation group were significantly lower than control. The urodynamic indicator levels of the observation group were markedly higher than control after 2 months of intervention. Leakage volume was similar before intervention, while the observation group had significantly lower volumes after 1 and 2 months of intervention. Quality of life scores were similar initially, but after 2 months, the observation group scored higher. The observation group showed notably better pelvic floor rehabilitation at 2 months post-intervention. CONCLUSION: Combining pelvic floor muscle exercise with infrared physiotherapy has been shown to be a highly effective approach in enhancing pelvic floor muscle strength and improving the quality of life for postpartum women experiencing urinary incontinence. This combined therapy also demonstrates positive effects on urodynamic indicators, reducing leakage volume, and facilitating pelvic floor rehabilitation. Show more

Keywords: Pelvic floor muscle exercise, infrared physiotherapy, postpartum urinary incontinence, quality of life

DOI: 10.3233/THC-240831

Citation: Technology and Health Care, vol. 33, no. 1, pp. 225-234, 2025

Authors: Zhang, Xian | Yang, Xia | Li, Yanhong

Article Type: Research Article

Abstract: BACKGROUND: Bronchopulmonary dysplasia (BPD) ranks among preterm infants’ most common and severe respiratory diseases. Lung ultrasound scores (LUS) play a vital role in predicting early BPD and guiding treatment and intervention strategies for affected patients. OBJECTIVE: Performed a meta-analysis to assess the diagnostic LUS for newborns with BPD. METHODS: Online electronic databases such as MEDLINE, CINAHL, the Cochrane Library, and Web of Science were used to retrieve relevant research until May 2023. A total of 117 literatures were collected, and ten eligible articles were selected for meta-analysis. RESULTS: Meta-analysis was …performed on 10 studies (1274 neonates). LUS at 7 days after birth (7 days of life, DOL 7) showed good diagnostic accuracy for any type of BPD, moderate and severe BPD. DOL 7 was more accurate in predicting all types of BPD (AUC = 0.87, sensitivity = 0.75, specificity = 0.83) than moderate and severe BPD (AUC = 0.80, sensitivity = 0.69, specificity = 0.79). There was no statistical significance between DOL 7 and DOL 14 in their accuracy for predicting all types of BPD (difference in AUC = 0.04, p = 0.068). There was no notable distinction between DOL 7 and DOL 14 in their accuracy for predicting moderate and severe BPD (difference in AUC = - 0.04, p = 0.104). CONCLUSIONS: The diagnostic efficacy of LUS on DOL 7 in predicting the occurrence of all types of BDP and moderate-severe BPD is determined. This will facilitate rapid and accurate detection and timely treatment, thereby reducing the risk of neonatal mortality and sequelae. Show more

Keywords: Bronchopulmonary dysplasia, lung ultrasound scores, prediction, newborns

DOI: 10.3233/THC-240832

Citation: Technology and Health Care, vol. 33, no. 1, pp. 235-245, 2025

Authors: Zhang, Shanwen | Bao, Zhimin | Liao, Taotao | Pei, Zhenying | Yang, Shiyu | Zhao, Chunjiao | Zhang, Yuping

Article Type: Research Article

Abstract: BACKGROUND: Although intracoronary electrocardiography (IC-ECG) offers direct electrophysiological insights into myocardial ischemia caused by insufficient coronary blood supply, compared to common diagnostic methods like electrocardiography (ECG), it lacks widespread adoption and robust clinical research. OBJECTIVE: To analyze the value and accuracy of intracoronary electrocardiogram in myocardial ischemia diagnosis in coronary heart disease patients. METHODS: Three hundred patients treated at our hospital were included in the study. Patients were categorized into non-ischemic group A (Fraction Flow Reserve [FFR] > 0.8) and ischemic group B (FFR < 0.75) based …on FFR examination results. Both groups underwent IC-ECG examination. The ischemic group received percutaneous coronary intervention (PCI) treatment followed by another FFR examination, dividing them into non-ischemic subgroup B1 (FFR > 0.8) and ischemic subgroup B2 (FFR < 0.75). Both subgroups underwent IC-ECG examination. Receiver operating curves were constructed using FFR to assess the clinical utility of different IC-ECG parameters. RESULTS: Group A patients showed a significant decrease in ST-segment shift at J-point, ST-segment integral, T-peak, T-wave integral, and T-peak to end-time, while the Corrected Q-T interval (QTc-time) was significantly higher in the B group (p < 0.05). The parameters, including ST-segment shift at J-point, ST-segment integral, T-wave integral, T-peak, T-peak to end-time, and QTc-time, were found to have clinical significance in predicting the occurrence of myocardial ischemia (p < 0.05). CONCLUSION: Intracoronary electrocardiogram QT interval dispersion and Q-T peak (QTp) interval dispersion have a high diagnostic accuracy for myocardial ischemia in coronary heart disease. Show more

Keywords: Intracoronary electrocardiogram, coronary heart disease, myocardial ischemia, diagnostic value, accuracy

DOI: 10.3233/THC-240837

Citation: Technology and Health Care, vol. 33, no. 1, pp. 247-255, 2025

Authors: Liu, Mingsheng | Huang, Zhixiong | Wang, Xiaoyun | You, Pingdi | Cai, Xiaying

Article Type: Research Article

Abstract: BACKGROUND: Non-specific lower back pain (NLBP) is treated with a variety of therapies, including health education, exercise therapy, soft tissue release, psychological interventions, and shockwave therapy. However, some studies have shown that core stability training or fascial release therapy alone is not effective in the treatment of low back pain. BJECTIVE: The aim of this study was to investigate the effects of core stability training on patients’ inflammatory cytokine levels and lumbar muscle temperature when combined with fascial release for the treatment of non-specific low back pain. METHODS: In this study, a total …of 60 patients with non-specific low back pain who were treated in Mindong Hospital of Ningde City between December 2021 and January 2023 were selected and randomly and equally divided into a control group (30 cases) and an experimental group (30 cases). The control group received core stability training, while the experimental group added fascial release surgery to this. We compared and assessed the pain visual analog score (VAS), Oswestry dysfunction index (ODI), lumbar spine mobility (including anterior flexion, posterior extension, left flexion, and right flexion), as well as levels of inflammatory factors IL-6, TNF-a, and muscle tissue temperature in the two groups. RESULTS: This study has been successfully implemented and covered 60 patients throughout the trials. Upon comparison, the two groups did not show statistically significant differences in baseline data such as age, gender and duration of disease (p > 0.05). After four weeks of treatment, the test group showed statistically significant (p < 0.05) differences in VAS scores, ODI scores, and IL-6 and TNF-a levels that were significantly lower than those of the control group. It is worth mentioning that the muscle tissue temperature of the patients in the test group, as well as their performance in lumbar anterior flexion, posterior extension, left flexion, and right flexion mobility, were significantly better than those of the control group, and these differences also showed statistical significance (p < 0.05). CONCLUSION: The combination of core stability training and fascial release demonstrates significant clinical results in the treatment of nonspecific lower back pain. Through medical thermography and serum inflammatory factor testing, we were able to assess the treatment effect more objectively, providing a strong basis for future clinical practice. Show more

Keywords: Core stability training, fascial release, nonspecific low back pain, inflammatory factors, thermal imaging technology

DOI: 10.3233/THC-240902

Citation: Technology and Health Care, vol. 33, no. 1, pp. 257-265, 2025