1.Value analysis of management model of data mining in reducing failure rate of medical imaging equipment
Peng ZHOU ; Qiong LIU ; Wenfei XING ; Chaozhi ZHANG ; Yuying YAO
China Medical Equipment 2025;22(5):121-126
Objective:To construct a management model of data mining for medical imaging equipment,so as to improve the quality of managing equipment.Methods:A management model of mining data was constructed to manage medical imaging equipment.A total of twenty imaging equipment that were using at Hainan Hospital of the General Hospital of the People's Liberation Army of China from April 2022 to March 2024 were selected.According to different management methods,the conventional management was adopted to manage them during April 2022 to March 2023,and the management model of mining data(model management)was adopted to manage them during April 2023 to March 2024.A self-developed questionnaire was used to conduct a satisfaction survey for imaging physicians,staffs of operating and maintaining equipment,and technicians who using and managing equipment,and patients who received diagnosis and treatment by using equipment.The failure rate and the imaging effect of equipment,the satisfaction scores of the relative staffs who used equipment,and the growth amplitude of operational benefits of equipment between two management methods were compared.Results:A total of 20 failures occurred in imaging equipment that adopted model management.In them,the failure rates of the self-equipment,improper operation and insufficient professional level were respectively 15%,5%and 5%,all of which were lower than those of the conventional management method.The predicted failure rate of model management was 75%,which was higher than that of the conventional management method,and the differences of the above indicators between two methods were statistically significant(x2=6.547,4.392,5.124,6.701,P<0.05).The scores of image clarity,qualification rate,excellent rate,qualification rate of body position,and the total score of imaging effect of adopting model management method were respectively(22.36±2.01),(23.21±1.54),(22.65±1.87),(23.21±1.52)and(91.43±6.77)points,all of which were higher than those of the conventional management method,and the differences were statistically significant(t=10.662,12.727,15.324,16.333,13.742,P<0.05).The satisfaction scores of imaging physicians,staffs of operation and maintenance,technicians and patients who uses management for adopting the model management method were all higher than those of the conventional management method,and the differences were statistically significant(t=13.586,14.249,17.021,11.006,P<0.05).The average values of growth amplitude of cost and benefit of equipment operation of adopting model management method were higher than those of the conventional management method,and the average value of the growth amplitude of the cost of the troubleshooting of model management method was lower than that of the conventional management method,and the differences of them were statistically significant(t=15.057,19.310,18.336,P<0.05).Conclusion:The application of the management model of data mining for medical imaging equipment can provide warning of equipment failures in advance,and reduce the failure rate of equipment,and improve the quality of management and operation of equipment,and enhance the service level of equipment.
2.Effect of ultrasound-guided intercostal nerve block on stress response and postoperative pain in patients with transaxillay gasless endoscopic thyroidectomy
Meiling WEN ; Yuying HUANG ; Jianwen WANG ; Yun PENG
China Modern Doctor 2025;63(26):9-12
Objective To observe the effect of ultrasound-guided intercostal nerve block(ICNB)on stress response and postoperative pain in patients with transaxillay gasless endoscopic thyroidectomy(TGET).Methods A total of 60 patients who underwent TGET at Ganzhou People's Hospital from January 2023 to December 2024 were enrolled as subjects,they were divided into ICNB group(n=30)and control group(n=30),by using a random number table method.Intraoperative anesthetic dosage,pain scores within 24 hours postoperatively,levels of prostaglandin E2,norepinephrine,and cortisol,as well as the incidence rates of postoperative adverse reactions including nausea and drowsiness were compared between two groups.Results The dosage of propofol and remifentanil in ICNB group during the operation was lower than that in control group.Prince-Henry score 24h after the operation in ICNB group was lower than that in control group.Levels of prostaglandin E2,norepinephrine and cortisol in ICNB group were all lower than those in control group,and the difference was statistically significant(P<0.05).The incidences of postoperative nausea and drowsiness in ICNB group were lower than those in control group.Conclusion Ultrasound-guided ICNB for TGET can reduce the use of anesthetic drugs during the operation,alleviate patient's stress response and postoperative pain,and lower the incidence of postoperative adverse reactions.
3.Effect of low-volume high-intensity interval training on cardiovascular risk factor in obese or overweight populations:a Meta-analysis
Xiupeng LI ; Yuying SU ; Yuetong WANG ; Liang PENG ; Yida WANG ; Wen JING
Chinese Journal of Tissue Engineering Research 2025;29(12):2590-2604
OBJECTIVE:This study comprehensively and quantitatively evaluates the effect of low-volume high-intensity interval training (LV-HIIT) on the prevention of cardiovascular disease in obese or overweight people through a meta-analysis,and further verifies the feasibility of LV-HIIT application in special populations such as obese people. METHODS:Literature addressing randomized controlled trials of LV-HIIT-related studies was searched in CNKI,PubMed,Web of Science,Cochrane library,and EBSCO-SPORTD Exercise Science full-text database from database inception to February 2024. Screening,quality assessment and data extraction of included studies were performed by two researchers,and Meta-analyses of outcome indicators,including combined effect sizes,subgroup analyses,Leave-One-Out sensitivity analyses,as well as the publication of Egger's test and the plotting of funnel plots,were performed using the software Review Manager 5.4 and the software Stata 17.0. The protocol was registered with the International Prospective Registry for Systematic Reviews (CRD42024534409). RESULTS:(1) Finally,13 randomized controlled trials,including 349 subjects,were eligible and included,and the overall quality of the included literature was high. (2) LV-HIIT intervention significantly improved cardiorespiratory fitness[standardized mean difference (SMD)=-0.65,95% confidence interval (CI):-0.87 to-0.43,P<0.05],systolic blood pressure (SMD=0.38,95% CI:0.11-0.65,P<0.05),diastolic blood pressure (SMD=0.42,95% CI:0.15-0.68,P<0.05),and body fat percentage (SMD=0.25,95% CI:0.02-0.49,P<0.05). (3) LV-HIIT and moderate-intensity continuous training (MICT) had similar interventional effects on cardiorespiratory fitness,systolic blood pressure,diastolic blood pressure,body fat percentage,standardized body weight,body mass index,high-density lipoprotein,low-density lipoprotein,and total cholesterol in people with overweight or obesity (P>0.05),but MICT was better than LV-HIIT in improving triglyceride level (SMD=-0.30,95% CI:-0.57 to-0.02,P<0.05). (4) The results of subgroup analyses further showed that LV-HIIT and MICT interventions showed similar improvements in each index. CONCLUSION:Current evidence suggests that LV-HIIT can effectively enhance cardiopulmonary adaptive capacity and promote fat loss and blood pressure regulation in overweight or obese people,and the improvements are similar to those of MICT. Short-term LV-HIIT is more time-effective than long-term MICT. Future studies are recommended to determine the optimal LV-HIIT exercise prescription for overweight or obese populations.
4.Effect of health knowledge and social support on health behaviors in patients with ischemic stroke: the dual mediating effects of health belief and depression
Yuying GUO ; Mengyu ZHANG ; Xinxin ZHOU ; Yuying XIE ; Peng ZHAO ; Juanjuan WANG ; Caixia YANG ; Yuanli GUO ; Ao YUAN ; Qinyang LI ; Shuo DU ; Yanjin LIU ; Lina GUO
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(11):1018-1024
Objective:To explore the dual mediating effects of health belief and depression among health knowledge, social support, and health behaviors based on the capacity, opportunity, motivation-behavior (COM-B) model, and analyze the influencing factors of health behaviors in patients with ischemic stroke.Methods:This multi-center cluster sampling research recruited ischemic stroke patients ( n=1 696) who were hospitalized in neurology departments of five tertiary hospitals in Henan Province from October 2023 to October 2024. A cross-sectional investigation was conducted using the general information questionnaire, social support rating scale (SSRS), stroke prevention knowledge questionnaire(SPKQ), short form health belief model scale(SF-HBMS), health promoting lifestyle profile-Ⅱ (HPLP-Ⅱ), and patient health questionnaire-9(PHQ-9) to ultimately reveal the pathways and effect sizes among variables. Partial correlation analysis and multiple linear stepwise regression analysis were conducted to examine the relationships among social support, health knowledge, health belief, health behaviors, and depression in stroke patients by SPSS 26.0 software. Structural equation modeling was constructed using AMOS 28.0 software, and the mediating effect was tested using the Bootstrap method. Results:The scores of social support, health knowledge, health belief, and health behaviors among ischemic stroke patients were (37.46±9.94), (26.56±6.84), (75.62±12.62) and (130.79±26.27), respectively. The score of depression was 5.00 (2.00, 8.00). Health behaviors were positively correlated with health knowledge, social support, and health belief( r=0.333, 0.246, 0.267, all P<0.05), while negatively correlated with depression ( r=-0.146, P<0.05). Multiple linear stepwise regression analysis showed that health knowledge, social support, health belief, and depression were all influencing factors of health behaviors in ischemic stroke patients (all P<0.05). Health belief (effect value=0.068, 95% CI=0.048-0.093) and depression (effect value=0.009, 95% CI=0.003-0.018) both played partial mediating roles between health knowledge and health behaviors, accounting for 17.3%(0.077/0.446) of the total effect. Meanwhile, health belief (effect value=0.045, 95% CI=0.029-0.063) and depression (effect value=0.016, 95% CI=0.008-0.027) both played partial mediating roles between social support and health behaviors, accounting for 26.5%(0.061/0.230) of the total effect. Conclusion:Health knowledge and social support can not only directly influence health behaviors but also indirectly affect them through health belief and depression in patients with ischemic stroke.
5.A qualitative study on the work experience among nutrition specialist nurses
Xiaowei XU ; Xiaoqiong PENG ; Yuying CHEN ; Yanfen LI ; Xiaoying LIN ; Ping XIAO ; Tianwen HUANG ; Shouzhen CHENG
Modern Clinical Nursing 2025;24(3):48-54
Objective To explore the work experiences and needs of nutrition specialist nurses,so as to provide a basis in career development and management practices among the nutrition specialist nurses.Methods A method of descriptive phenomenological research was adopted in this study.Purposive sampling was used to select 12 nutrition specialist nurses who came from different regions across the country with over one year of clinical working experiences as well as had completed the specialist training and been qualified by the Nutrition Committee of Guangdong Nursing Association between January and February 2024.Semi-structured on-line interviews were conducted among the participants and the data acquired from the interviews were analysed and summarised.Themes were extracted using NVivo12 and Colaizzi's seven-step analysis from the data from interview.Results Three main themes and eight sub-themes were identified regarding the work experience of nutrition specialist nurses:growth and gains(continuously learning in nutrition therapy-related knowledge to enhance professional skills;actively practice in nutrition therapy to achieve the self-worth);sense of responsibility and mission(increased awareness of responsibility and proactive services;sense of mission to cultivate talents and promotion of the development of nutrition nursing discipline);challenges(lack of an established role in nutrition nursing,conflict in responsibilities;insufficient communication in a medical team regarding nutrition therapy;limited resource to support the development of nutrition nursing;and the professional knowledge and skills unable to fully meet the job demands).Conclusion Hospitals managers should strengthen the support and training for nutrition specialist nurses,clarify their roles,leverage their professional value and promote the career development.
6.Effect of health knowledge and social support on health behaviors in patients with ischemic stroke: the dual mediating effects of health belief and depression
Yuying GUO ; Mengyu ZHANG ; Xinxin ZHOU ; Yuying XIE ; Peng ZHAO ; Juanjuan WANG ; Caixia YANG ; Yuanli GUO ; Ao YUAN ; Qinyang LI ; Shuo DU ; Yanjin LIU ; Lina GUO
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(11):1018-1024
Objective:To explore the dual mediating effects of health belief and depression among health knowledge, social support, and health behaviors based on the capacity, opportunity, motivation-behavior (COM-B) model, and analyze the influencing factors of health behaviors in patients with ischemic stroke.Methods:This multi-center cluster sampling research recruited ischemic stroke patients ( n=1 696) who were hospitalized in neurology departments of five tertiary hospitals in Henan Province from October 2023 to October 2024. A cross-sectional investigation was conducted using the general information questionnaire, social support rating scale (SSRS), stroke prevention knowledge questionnaire(SPKQ), short form health belief model scale(SF-HBMS), health promoting lifestyle profile-Ⅱ (HPLP-Ⅱ), and patient health questionnaire-9(PHQ-9) to ultimately reveal the pathways and effect sizes among variables. Partial correlation analysis and multiple linear stepwise regression analysis were conducted to examine the relationships among social support, health knowledge, health belief, health behaviors, and depression in stroke patients by SPSS 26.0 software. Structural equation modeling was constructed using AMOS 28.0 software, and the mediating effect was tested using the Bootstrap method. Results:The scores of social support, health knowledge, health belief, and health behaviors among ischemic stroke patients were (37.46±9.94), (26.56±6.84), (75.62±12.62) and (130.79±26.27), respectively. The score of depression was 5.00 (2.00, 8.00). Health behaviors were positively correlated with health knowledge, social support, and health belief( r=0.333, 0.246, 0.267, all P<0.05), while negatively correlated with depression ( r=-0.146, P<0.05). Multiple linear stepwise regression analysis showed that health knowledge, social support, health belief, and depression were all influencing factors of health behaviors in ischemic stroke patients (all P<0.05). Health belief (effect value=0.068, 95% CI=0.048-0.093) and depression (effect value=0.009, 95% CI=0.003-0.018) both played partial mediating roles between health knowledge and health behaviors, accounting for 17.3%(0.077/0.446) of the total effect. Meanwhile, health belief (effect value=0.045, 95% CI=0.029-0.063) and depression (effect value=0.016, 95% CI=0.008-0.027) both played partial mediating roles between social support and health behaviors, accounting for 26.5%(0.061/0.230) of the total effect. Conclusion:Health knowledge and social support can not only directly influence health behaviors but also indirectly affect them through health belief and depression in patients with ischemic stroke.
7.Effect of ultrasound-guided intercostal nerve block on stress response and postoperative pain in patients with transaxillay gasless endoscopic thyroidectomy
Meiling WEN ; Yuying HUANG ; Jianwen WANG ; Yun PENG
China Modern Doctor 2025;63(26):9-12
Objective To observe the effect of ultrasound-guided intercostal nerve block(ICNB)on stress response and postoperative pain in patients with transaxillay gasless endoscopic thyroidectomy(TGET).Methods A total of 60 patients who underwent TGET at Ganzhou People's Hospital from January 2023 to December 2024 were enrolled as subjects,they were divided into ICNB group(n=30)and control group(n=30),by using a random number table method.Intraoperative anesthetic dosage,pain scores within 24 hours postoperatively,levels of prostaglandin E2,norepinephrine,and cortisol,as well as the incidence rates of postoperative adverse reactions including nausea and drowsiness were compared between two groups.Results The dosage of propofol and remifentanil in ICNB group during the operation was lower than that in control group.Prince-Henry score 24h after the operation in ICNB group was lower than that in control group.Levels of prostaglandin E2,norepinephrine and cortisol in ICNB group were all lower than those in control group,and the difference was statistically significant(P<0.05).The incidences of postoperative nausea and drowsiness in ICNB group were lower than those in control group.Conclusion Ultrasound-guided ICNB for TGET can reduce the use of anesthetic drugs during the operation,alleviate patient's stress response and postoperative pain,and lower the incidence of postoperative adverse reactions.
8.Value analysis of management model of data mining in reducing failure rate of medical imaging equipment
Peng ZHOU ; Qiong LIU ; Wenfei XING ; Chaozhi ZHANG ; Yuying YAO
China Medical Equipment 2025;22(5):121-126
Objective:To construct a management model of data mining for medical imaging equipment,so as to improve the quality of managing equipment.Methods:A management model of mining data was constructed to manage medical imaging equipment.A total of twenty imaging equipment that were using at Hainan Hospital of the General Hospital of the People's Liberation Army of China from April 2022 to March 2024 were selected.According to different management methods,the conventional management was adopted to manage them during April 2022 to March 2023,and the management model of mining data(model management)was adopted to manage them during April 2023 to March 2024.A self-developed questionnaire was used to conduct a satisfaction survey for imaging physicians,staffs of operating and maintaining equipment,and technicians who using and managing equipment,and patients who received diagnosis and treatment by using equipment.The failure rate and the imaging effect of equipment,the satisfaction scores of the relative staffs who used equipment,and the growth amplitude of operational benefits of equipment between two management methods were compared.Results:A total of 20 failures occurred in imaging equipment that adopted model management.In them,the failure rates of the self-equipment,improper operation and insufficient professional level were respectively 15%,5%and 5%,all of which were lower than those of the conventional management method.The predicted failure rate of model management was 75%,which was higher than that of the conventional management method,and the differences of the above indicators between two methods were statistically significant(x2=6.547,4.392,5.124,6.701,P<0.05).The scores of image clarity,qualification rate,excellent rate,qualification rate of body position,and the total score of imaging effect of adopting model management method were respectively(22.36±2.01),(23.21±1.54),(22.65±1.87),(23.21±1.52)and(91.43±6.77)points,all of which were higher than those of the conventional management method,and the differences were statistically significant(t=10.662,12.727,15.324,16.333,13.742,P<0.05).The satisfaction scores of imaging physicians,staffs of operation and maintenance,technicians and patients who uses management for adopting the model management method were all higher than those of the conventional management method,and the differences were statistically significant(t=13.586,14.249,17.021,11.006,P<0.05).The average values of growth amplitude of cost and benefit of equipment operation of adopting model management method were higher than those of the conventional management method,and the average value of the growth amplitude of the cost of the troubleshooting of model management method was lower than that of the conventional management method,and the differences of them were statistically significant(t=15.057,19.310,18.336,P<0.05).Conclusion:The application of the management model of data mining for medical imaging equipment can provide warning of equipment failures in advance,and reduce the failure rate of equipment,and improve the quality of management and operation of equipment,and enhance the service level of equipment.
9.Effect of low-volume high-intensity interval training on cardiovascular risk factor in obese or overweight populations:a Meta-analysis
Xiupeng LI ; Yuying SU ; Yuetong WANG ; Liang PENG ; Yida WANG ; Wen JING
Chinese Journal of Tissue Engineering Research 2025;29(12):2590-2604
OBJECTIVE:This study comprehensively and quantitatively evaluates the effect of low-volume high-intensity interval training (LV-HIIT) on the prevention of cardiovascular disease in obese or overweight people through a meta-analysis,and further verifies the feasibility of LV-HIIT application in special populations such as obese people. METHODS:Literature addressing randomized controlled trials of LV-HIIT-related studies was searched in CNKI,PubMed,Web of Science,Cochrane library,and EBSCO-SPORTD Exercise Science full-text database from database inception to February 2024. Screening,quality assessment and data extraction of included studies were performed by two researchers,and Meta-analyses of outcome indicators,including combined effect sizes,subgroup analyses,Leave-One-Out sensitivity analyses,as well as the publication of Egger's test and the plotting of funnel plots,were performed using the software Review Manager 5.4 and the software Stata 17.0. The protocol was registered with the International Prospective Registry for Systematic Reviews (CRD42024534409). RESULTS:(1) Finally,13 randomized controlled trials,including 349 subjects,were eligible and included,and the overall quality of the included literature was high. (2) LV-HIIT intervention significantly improved cardiorespiratory fitness[standardized mean difference (SMD)=-0.65,95% confidence interval (CI):-0.87 to-0.43,P<0.05],systolic blood pressure (SMD=0.38,95% CI:0.11-0.65,P<0.05),diastolic blood pressure (SMD=0.42,95% CI:0.15-0.68,P<0.05),and body fat percentage (SMD=0.25,95% CI:0.02-0.49,P<0.05). (3) LV-HIIT and moderate-intensity continuous training (MICT) had similar interventional effects on cardiorespiratory fitness,systolic blood pressure,diastolic blood pressure,body fat percentage,standardized body weight,body mass index,high-density lipoprotein,low-density lipoprotein,and total cholesterol in people with overweight or obesity (P>0.05),but MICT was better than LV-HIIT in improving triglyceride level (SMD=-0.30,95% CI:-0.57 to-0.02,P<0.05). (4) The results of subgroup analyses further showed that LV-HIIT and MICT interventions showed similar improvements in each index. CONCLUSION:Current evidence suggests that LV-HIIT can effectively enhance cardiopulmonary adaptive capacity and promote fat loss and blood pressure regulation in overweight or obese people,and the improvements are similar to those of MICT. Short-term LV-HIIT is more time-effective than long-term MICT. Future studies are recommended to determine the optimal LV-HIIT exercise prescription for overweight or obese populations.
10.A qualitative study on the work experience among nutrition specialist nurses
Xiaowei XU ; Xiaoqiong PENG ; Yuying CHEN ; Yanfen LI ; Xiaoying LIN ; Ping XIAO ; Tianwen HUANG ; Shouzhen CHENG
Modern Clinical Nursing 2025;24(3):48-54
Objective To explore the work experiences and needs of nutrition specialist nurses,so as to provide a basis in career development and management practices among the nutrition specialist nurses.Methods A method of descriptive phenomenological research was adopted in this study.Purposive sampling was used to select 12 nutrition specialist nurses who came from different regions across the country with over one year of clinical working experiences as well as had completed the specialist training and been qualified by the Nutrition Committee of Guangdong Nursing Association between January and February 2024.Semi-structured on-line interviews were conducted among the participants and the data acquired from the interviews were analysed and summarised.Themes were extracted using NVivo12 and Colaizzi's seven-step analysis from the data from interview.Results Three main themes and eight sub-themes were identified regarding the work experience of nutrition specialist nurses:growth and gains(continuously learning in nutrition therapy-related knowledge to enhance professional skills;actively practice in nutrition therapy to achieve the self-worth);sense of responsibility and mission(increased awareness of responsibility and proactive services;sense of mission to cultivate talents and promotion of the development of nutrition nursing discipline);challenges(lack of an established role in nutrition nursing,conflict in responsibilities;insufficient communication in a medical team regarding nutrition therapy;limited resource to support the development of nutrition nursing;and the professional knowledge and skills unable to fully meet the job demands).Conclusion Hospitals managers should strengthen the support and training for nutrition specialist nurses,clarify their roles,leverage their professional value and promote the career development.

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