1.Analysis of Doctors'Willingness to Use Medical Artificial Intelligence and Its Influencing Factors
Ming LI ; Yuxi LI ; Lian DAI ; Xiaohu LI ; Meng LIU
Journal of Medical Informatics 2024;45(5):26-31
Purpose/Significance To explore the attitudes,willingness and influencing factors of Chinese doctors towards medical ar-tificial intelligence(AI).Method/Process A cross-sectional survey is conducted by distributing closed-ended questionnaires via We-Chat to 327 doctors.The questionnaire content includes the doctors'background,their understanding of AI,their level of acceptance,and their willingness to use it.Descriptive statistics,inter-group comparison and logistic regression analysis are used.Result/Conclu-sion Most doctors have a positive attitude towards AI,and there are differences in the willingness to use AI based on factors such as gen-der and level of attention.
2.Integration of Intellectual Technology and Public Health:Creating Smart Healthy Cities
Xi WANG ; Danlei WANG ; Chongyi WANG ; Ayan MAO ; Xiaoling YAN ; Minjiang GUO ; Xiaohu MENG ; Wei WANG ; Wuqi QIU
Journal of Medical Informatics 2024;45(7):1-6
Purpose/Significance Based on the concepts of healthy cities and smart cities,the paper introduces a new concept-smart healthy cities.It explores the definition,scope,function,challenges,and strategic responses associated with the concept.Meth-od/Process Through literature review and case study analysis,the theoretical foundations,characteristics,objectives,and implementa-tion strategies of healthy cities and smart cities are compared,revealing differences and points of convergence,proposing the origins,def-initions,and delineations of smart healthy cities,and exploring the relationships among healthy cities,smart cities,and smart healthy cit-ies.Result/Conclusion Smart healthy cities enhance urban health governance and the well-being of residents through technological in-novation.Effective integration of advanced technologies with urban governance policies is essential,alongside the implementation of di-verse strategies to drive progress.Future urban development should focus more on the theoretical and practical collaborative development within the smart healthy cities framework.
3.The Development Status and Trend of Intelligent Technologies Applied in the Medical Field in China
Zhongyuan ZHANG ; Lin MA ; Xiaohu MENG ; Wei WANG ; Zhiying LI ; Minjiang GUO ; Wuqi QIU
Journal of Medical Informatics 2024;45(7):7-13
Purpose/Significance To expound the development of the application of new generation intelligent technologies in the medi-cal field in China,and to provide ideas for the future development of intelligent medical technologies in China.Method/Process Literature related to the application of medical intelligence technology from 2000 to 2023 is searched and screened on CNKI,and the knowledge graph is drawn by descriptive statistical analysis and CiteSpace software for visualization analysis.Result/Conclusion The number of papers pub-lished in the application research field of domestic medical intelligence technology shows a trend of steady growth and then leveling off.The hot keywords mainly include smart medical care,health care,health management,etc.,forming 8 main cluster sets.Future research should strengthen cooperation and exchanges between researchers and organizations,and pay more attention to the challenges posed by the applica-tion of technology in terms of security and privacy,technology supervision,talent team construction and technological energy consumption.
4.The Technical Framework and Applications of Smart and Healthy City
Xiaohu MENG ; Wuqi QIU ; Tao YUN ; Haitian YU ; Xi WANG ; Xiaoling YAN ; Ayan MAO
Journal of Medical Informatics 2024;45(7):14-19
Purpose/Significance Based on the digital health community reference architecture,the technical framework for smart and healthy city is constructed to support the research and development of smart and healthy city.Method/Processs According to the ar-chitecture,combined with the needs and practices of the digitalization of the health industry,the"1+1+3+N"technical framework re-presenting the digital infrastructure and smart hub of the smart and healthy city is derived,namely,the one network,unified digital health foundation,three service platforms and N intelligent applications,application analysis is conducted.Result/Conclusion The framework can be used to crack the information interoperability problem,significantly release the value of medical and health data,and support in-dustry users and industry partners to hammer out scenario-based solutions for different business areas,and provide references for the top-level planning,construction and development of smart and healthy cities around the country.
5.Policy Analysis and Interpretation for Smart Healthy Cities
Xi WANG ; Chongyi WANG ; Danlei WANG ; Ayan MAO ; Xiaoling YAN ; Minjiang GUO ; Lin MA ; Xiaohu MENG ; Wei WANG ; Wuqi QIU
Journal of Medical Informatics 2024;45(8):35-40,63
Purpose/Significance To explore the technical key points and implementation paths of relevant policies,and provide ref-erence for the planning and construction of future smart healthy cities.Method/Process It reviews and analyzes domestic and internation-al policy progress in the field of smart healthy cities,deeply analyzes policy documents,reveals the evolution trajectory,core elements,and driving effects on urban health development.Result/Conclusion Establishing a framework for health informatization,resource net-working,intelligent services,and integrated supervision can effectively address urban health challenges,provide efficient health services,and improve residents'quality of life and hygiene level.Policies such as optimizing the allocation of medical resources,promoting coordi-nation and cooperation among medical institutions,and expanding the health industry will jointly promote the sustained progress of urban health ecosystems.
6.Application and Insights of Artificial Intelligence Technology in International Healthcare
Yihan RUAN ; Wei WANG ; Xiaohu MENG ; Tao YUN ; Ayan MAO ; Minjie ZHAO ; Wuqi QIU
Journal of Medical Informatics 2024;45(8):41-44
Purpose/Significance Based on international cases,the paper analyzes the application development of artificial intelli-gence(Al)technology in the medical field,and provides references for improving the application of AI technology in the medical field in China.Method/Process The literature is searched on CNKI,and institutions with high influence in the international health technology industry are selected according to the exclusion criteria for further analysis.Result/Conclusion A total of 8 AI medical technologies relat-ed to health technology industries or teams in 7 countries are selected and included,based on the convenience and advantages brought by them,to provide references to explore and improve the research and application of AI in the medical field.
7.Diet related knowledge and behavior among students in Anhui Province
CHEN Zhifei, MENG Can,GUAN Hengyan,PENG Ailing,LU Fen,LIN Chao,WANG Xiaohu,WU Jing,LI Weidong
Chinese Journal of School Health 2021;42(4):519-523
Objective:
To assess diet-related knowledge and behavior among primary and middle-school students in five cities of Anhui, and to provide evidence for nutrition education and intervention strategies.
Methods:
A multi stage stratified cluster random sampling method was used to select 2 045 students in five cities(Huaibei,Bengbu,Ma anshan,Hefei and Wuhu) of Anhui for a questionnaire survey on nutrition knowledge, diet behavior, food preferences, and diet education.
Results:
The overall rate of good nutritional awareness was 38.3%; students had the highest rate of awareness on plain water being the healthiest drink(91.6%). The overall rate of healthy food preferences was 51.5%, with milk and dairy products being the highest rated (66.4%). The overall rate of good diet behavior was 85.8%, with eating most meals on time and in appropriate quantities being the highest rated (87.7%). The overall rate of students with good diet education was 25.0%, while the rate of table cleaning was 73.0%. Middle school students had more knowledge of nutrition(χ 2=28.8), while primary school students had better healthy food preferences and diet behaviors(χ 2=31.3,77.6), and girls were more frequently involved in setting and clearing the table(χ 2=12.2)(P<0.05).
Conclusion
Insufficient nutrition knowledge, clear food preferences, unhealthy dietary behaviors, and a lack of diet education were observed in primary and middle school students in Anhui. Specific nutritional education in school settings should be developed, home school cooperation should be strengthened, and diet education activities should be increased to help primary and middle school students form a healthy lifestyle.
8.Functional bone tissue engineering scaffold used to repair tuberculosis bone defect
Xiaohu SUN ; Jing YUAN ; Yu ZHANG ; Yongjie QIAO ; Xuefei CAO ; Lei MENG ; Zhanwang GAO ; Ping ZHEN
Chinese Journal of Tissue Engineering Research 2016;20(30):4539-4546
BACKGROUND:Repairing tuberculosis bone defect has become a research focus with the development of anti-tuberculosis functional bone tissue engineering scaffold. OBJECTIVE:To evaluate the preparation, drug release performance and osteogenic properties of the anti-tuberculosis functional bone tissue engineering scaffold. METHODS:PubMed, Chinese Journal Ful-text Database, Wanfang databases were searched by computer for articles addressing functional bone tissue engineering scaffold for repair of tuberculosis bone defect. The keywords were“bone tissue engineering scaffold;tuberculosis;bone defect”in English and Chinese. RESULTS AND CONCLUSION:The anti-tuberculosis functional bone tissue engineering scaffold has good drug delivery, biocompatibility, osteogenic properties and anti-tuberculosis properties. As a good choice to avert bone defect relapse, the scaffold enables a long and stable drug release into bone defects to enhance the therapeutic efficacy of anti-tuberculosis drugs topical y. Given the technical deficiencies, we can only combine two drugs with the anti-tuberculosis bone tissue engineering scaffold, although the combined use of three or four anti-tuberculosis drugs is preferred. Additional y, a complete course of anti-tuberculosis treatment often lasts for 6-12 months, which cannot be achieved by the existing anti-tuberculosis bone tissue engineering scaffold. Up to now, the effect of this scaffold has not yet been confirmed in animal models, although how to prepare this scaffold has been reported.
9.Histopathological changes of hippocampus after acute epilepsy induced by pentylenetetrazole in rats
Xiaohu LIU ; Shaojie XIANG ; Yue QI ; Miao LI ; Xinpei LI ; Li MENG ; He CHEN ; Dong JIA
Chinese Pharmacological Bulletin 2015;(4):514-517,518
Aim To observe histopathological changes of hippocampus after acute epilepsy induced by penty-lenetetrazole (PTZ)in rats.Methods Five groups as control group,PTZ-induced 24 hours(h)group,PTZ-induced 72 hours group,PTZ-induced 1 20 hours group and PTZ-induced 1 44 hours group were designed.PTZ (64 mg·kg -1 )was administered with a single intrap-eritoneal injection for generalized tonic-clonic sei-zures in the current experiment.Control and PTZ trea-ted animals were sacrificed after specific time points. Brain was dissected out and then evaluated for neuro-pathological changes using Nissl staining and immuno-histochemical technique.Results In this study PTZ-induced hippocampal neuron status apoptosis occurred at 24 hours and was sustained for 1 44 hours after status epilepticus.Whereas,activated caspase-3 and AIF ap-peared at 24 hours and were sustained for 1 44 hours af-ter status epilepticus.Conclusion The results of this study show that the significant histopathological chan-ges of hippocampus appear in the vicinity of 1 20 hours after intraperitoneal injection of pentylenetetrazole.
10.Charecteristics of the activity in brain resting regions of patients with asymptomatic reflux esophagitis
Qingwei MENG ; Shuchang XU ; Xiaohu ZHAO ; Huihui SUN ; Gonghua DAI ; Xiangbin WANG ; Yinhan TANG
Chinese Journal of Digestion 2013;33(10):669-674
Objective To observe characteristics of the activity in resting brain of asymptomatic reflux esophagitis (RE) patients,and explore the role of default network in the pathogenesis of asymptomatic RE.Methods Functional magnetic resonance imaging (fMRI) was performed to scan the brains of 15 asymptomatic RE patients,15 symptomatic RE patients and 15 healthy volunteers under no-mission-stimulation state.With fractional amplitude of low frequency fluctuation (fALFF),characteristics of the strengthened and weakened regions of asymptomatic RE patients,symptomatic RE patients and healthy individuals were compared and analyzed.SPM 5 was applied for data preprocessing.Single-sample t test was performed to observe the noticeable active regions of each group under resting state,and then double-sample t test was used to compare the characteristics of active regions of the entire brain between asymptomatic RE patients and symptomatic RE patients or healthy individuals.Results Under resting state,the active brain regions of asymptomatic RE patients,symptomatic RE patients and healthy individuals were similar.The activity of only small part of brain regions in visceral sensory processing relevant networks changed.There was no significant difference in the active regions of default network under resting state between asymptomatic RE patients and healthy individuals.Compared with symptomatic RE patients,fALEF decreased at right central sulcus cover,right superior temporal gyrus,right insula,right transverse temporal gyrus,right postcentral gyrus,superior temporal gyrus and temporal pole (X=50,Y=-6,Z=12,t=2.7874,P<0.01).Conclusion The difference in characteristics of activity in default network under resting state may play an important role in the pathogenesis of asymptomatic RE.


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