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Strengthening Biomedical Big Data Management and Unleashing the Value of Data Elements
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作者 Wei Zhou Jing-Chen Zhang De-Pei Liu 《Chinese Medical Sciences Journal》 2025年第1期1-2,I0001,共3页
On October 18,2017,the 19th National Congress Report called for the implementation of the Healthy China Strategy.The development of biomedical data plays a pivotal role in advancing this strategy.Since the 18th Nation... On October 18,2017,the 19th National Congress Report called for the implementation of the Healthy China Strategy.The development of biomedical data plays a pivotal role in advancing this strategy.Since the 18th National Congress of the Communist Party of China,China has vigorously promoted the integration and implementation of the Healthy China and Digital China strategies.The National Health Commission has prioritized the development of health and medical big data,issuing policies to promote standardized applica-tions and foster innovation in"Internet+Healthcare."Biomedical data has significantly contributed to preci-sion medicine,personalized health management,drug development,disease diagnosis,public health monitor-ing,and epidemic prediction capabilities. 展开更多
关键词 health medical big dataissuing drug development precision medicine disease diagnosis development biomedical data personalized health management standardized app biomedical big data
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Emerging trends and perspectives for biomedical engineering
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作者 Hong-Hao Hou 《Biomedical Engineering Communications》 2025年第1期1-2,共2页
Welcome to the 4th volume of Biomedical Engineering Communications the first issue of 2025!Biomedical engineering is a rapidly evolving field that combines engineering principles with medical and biological sciences t... Welcome to the 4th volume of Biomedical Engineering Communications the first issue of 2025!Biomedical engineering is a rapidly evolving field that combines engineering principles with medical and biological sciences to create innovative healthcare technologies.Biomedical engineering brings an interdisciplinary,problem-solving approach to bioengineering,biology and medicine.This interdisciplinary field is essential for developing advanced medical devices,diagnostic tools,and therapeutic solutions that enhance patient care and improve health outcomes.It allows them to develop technologies and systems that directly contribute to diagnosing,treating and preventing diseases. 展开更多
关键词 combines engineering principles biomedical engineering emerging trends advanced medical devicesdiagnostic healthcare technologies interdisciplinary approach medical biological sciences BIOENGINEERING
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Changes of public behavior alter weather-dependent strain on emergency medical services
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作者 Calvin Lukas Kienbacher Norah Al Rasheed +6 位作者 Ibrahem Aldeghaither Esam E.Barnawi Jason M.Rhodes Harald Herkner Feven Alemu Dominik Roth Kenneth A.Williams 《World Journal of Emergency Medicine》 2025年第4期378-382,共5页
As the healthcare system advances and expands in its services,the challenges of remaining efficient become more important.Emergency medical services(EMS)are vital cornerstones of communities.In many countries,EMS is a... As the healthcare system advances and expands in its services,the challenges of remaining efficient become more important.Emergency medical services(EMS)are vital cornerstones of communities.In many countries,EMS is available for every individual,regardless of their social or insurance status,via a toll-free telephone number.Understanding the risk factors for busy days in EMSs might be helpful for improving the allocation of resources,which is the key to better care for all patients in the prehospital setting.[1]An important factor influencing ambulance call volume could be the interplay of public behavior and weather. 展开更多
关键词 healthcare system emergency medical services WEATHER risk factors resource allocation medical services ems allocation resourceswhich public behavior
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A Coincidence of Purpose: The Prelude of the Chinese Materia Medica Research at the Peking Union Medical College in 1920
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作者 David Chen 《Chinese Medicine and Culture》 2025年第3期338-356,共19页
This paper reconstructs in detail the course leading to the inception of the Chinese material medica(CMM)research at the Peking Union Medical College(PUMC)in 1920.By analyzing the primary materials from several archiv... This paper reconstructs in detail the course leading to the inception of the Chinese material medica(CMM)research at the Peking Union Medical College(PUMC)in 1920.By analyzing the primary materials from several archives,it provides,for the first time,a historiographical account of the major events and key figures in the process.These include the China Medical Board(CMB)Commission to East Asia in 1915 that shaped the attitudes of Drs.William H.Welch and Simon Flexner,the PUMC’s chief scientific architects,toward CMM and its scientific investigation;the influence of medical missionaries and Japanese scientists on these attitudes;the medical leaders’decisive roles in recruiting Ralph G.Mills and Bernard E.Read,two of medical missionaries with strong interests in and actual studies on CMM,to the PUMC,which serendipitously made them central figures associated with the CMM research at the College;and finally the critical role of Mills and other medical missionaries in introducing CMM research,both concept and material,to the CMB executives and in their reconciliating the research subject with the institutional aims.The findings of the study contextualize the inception of CMM research at PUMC from the perspective of broader narrative of transnational circulation and recognition of medical knowledge and highlight the intermediatory roles played by medical missionaries that were critical in the intersection between traditional Chinese medicine(TCM)and scientific medicine.The study also reveals multiple serendipitous occurrences associated with the eventual inception of the program,thus offers a fresh interpretation of the beginning of the most impactful research program of scientizing TCM in the first half of the 20th century. 展开更多
关键词 Chinese materia medica Peking Union Medical College(PUMC) China Medical Board(CMB) William H.Welch Simon Flexner Ralph G.Mills Bernard E.Read
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Sino-Vietnamese Medical Exchanges and Localization as Reflected in Treatise on Medical Knowledge by Hai Thuong(海上医宗心领)
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作者 XIAO Yongzhi GUAN Linyu 《Chinese Annals of History of Science and Technology》 2025年第1期36-80,共45页
The eighteenth-century Vietnamese medical work Treatise on Medical Knowledge by Hai Thuong(Hai Thuong Y Tong Tam Linh海上医宗心领),authored by the eminent physician Le Huu Trac黎有卓,reflects the transmission,applicat... The eighteenth-century Vietnamese medical work Treatise on Medical Knowledge by Hai Thuong(Hai Thuong Y Tong Tam Linh海上医宗心领),authored by the eminent physician Le Huu Trac黎有卓,reflects the transmission,application,and innovation of traditional Chinese medicine(TCM)in Vietnam.It encompasses principles,methods,formulas,medicines,clinical specialties,and clinical medical cases.Its primary textual foundation derives from Feng’s Tips and Secret Records(Fengshi jinnang milu冯氏锦囊秘录)by Feng Zhaozhang冯兆张(late Ming–early Qing),supplemented by Ming-era works such as Zhang Jingyue’s张景岳Jingyue’s Complete Compendium(Jingyue quanshu景岳全书),Li Chan’s李梴The Gateway to Medicine(Yixue rumen医学入门),and Zhao Xianke’s赵献可Thorough Knowledge of Medicine(Yi guan医贯).By synthesizing,enriching,streamlining,and annotating the quintessence of Ming-Qing medical texts,Le Huu Trac established the framework of traditional Vietnamese medicine,innovating upon TCM.Treatise on Medical Knowledge by Hai Thuong emphasizes the concept of“congenital water and fire”(先天水火),attributing the patho-mechanism of critical illnesses to the depletion of true yin and true yang(真阴真阳亏损),while expanding the indications of classical TCM formulas such as the Six-Ingredient Pill(六味丸)and Eight-Ingredient Pill(八味丸)through variations in their constituents,thus attaining the further localization of TCM.It advances the view that“there are no cold damage patterns(伤寒症)in Lingnan,rendering the Ephedra Decoction(麻黄汤)and Cinnamon Twig Decoction(桂枝汤)inapplicable,”as a result devising“three exterior-resolving formulas”(解表三方)and“six interior-harmonizing formulas”(和里六方)tailored to Vietnam’s climate and patient constitutions.The text also incorporates southern medicines(南药)and formulas containing them,using Han-Nom bilingual names to enhance understanding and application by the Vietnamese.Its Yang Case Collection(阳案集)and Yin Case Collection(阴案集),documenting both successful and unsuccessful treatments of severe illnesses,exemplify Vietnamese physicians’local exploration and practice of Chinese medical knowledge,embodying a profound understanding and flexible application of TCM by Vietnamese physicians. 展开更多
关键词 Treatise on Medical Knowledge by Hai Thuong China VIETNAM medical exchanges
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Application of Modified Peyton’s Four-Step Teaching Method in Bridge Experimental Courses for Undergraduate Medical Students
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作者 Hongmei Xu Xuejing Wang 《Journal of Contemporary Educational Research》 2025年第8期105-110,共6页
Objective:To explore the application value of the modified Peyton’s four-step teaching method in bridge experimental courses for undergraduate medical students.Methods:100 undergraduate medical students from Bethune ... Objective:To explore the application value of the modified Peyton’s four-step teaching method in bridge experimental courses for undergraduate medical students.Methods:100 undergraduate medical students from Bethune Hospital of Shanxi from July 2023 to July 2024 were selected and grouped using a random number method.The control group received a conventional training program,while the observation group received a modified Peyton’s four-step teaching and training program.The DOPS scores and teaching satisfaction scores of the two groups of undergraduate medical students were compared.Results:After intervention,the scores of each dimension of the DOPS for the undergraduate medical students in the observation group were higher than those in the control group.The teaching satisfaction scores of the undergraduate medical students after teaching were lower in the control group than in the observation group.The differences between the two groups were statistically significant(P<0.05).Conclusion:The modified Peyton’s four-step teaching program developed in this study can promote teaching and learning methods for undergraduate medical students,improve teaching satisfaction levels,and help administrators stabilize the medical team. 展开更多
关键词 Undergraduate medical students SATISFACTION UNDERGRADUATE Medical students
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Access to emergency medical services in Beijing:integrating web mapping application programming interfaces and empirical Bayesian Kriging interpolation analysis
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作者 Haolin Zhu Mo Xu +2 位作者 Luying Zhu Sijia Tian Jinjun Zhang 《World Journal of Emergency Medicine》 2025年第3期266-268,共3页
Emergency medical services (EMS) are a vital element of the public healthcare system in China,^([1])providing an opportunity to respond to critical medical conditions and save people’s lives.^([2])The accessibility o... Emergency medical services (EMS) are a vital element of the public healthcare system in China,^([1])providing an opportunity to respond to critical medical conditions and save people’s lives.^([2])The accessibility of EMS has received considerable attention in health and transport geography studies.^([3])One of the optimal gauges for evaluating the accessibility of EMS is the response time,which is defined as the time from receiving an emergency call to the arrival of an ambulance.^([4])Beijing has already reduced the response time to approximately12 min,and the next goal is to ensure that the response time across Beijing does not exceed 12 min (the information comes from the Beijing Emergency Medical Center). 展开更多
关键词 emergency medical services public healthcare system web mapping application programming interfaces empirical bayesian kriging interpolation analysis ACCESSIBILITY respond critical medical conditions response time
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Redefining Medical Publishing in the Artificial Intelligence Era
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作者 You Wu Haibo Wang 《Health Care Science》 2025年第4期314-315,共2页
On April 26,2025,the Second Tsinghua Medicine Journal Innovation Conference convened in Beijing.Centered on the theme“AI-driven Academic:Shaping the Next Frontier”the Conference brought together journal editors,medi... On April 26,2025,the Second Tsinghua Medicine Journal Innovation Conference convened in Beijing.Centered on the theme“AI-driven Academic:Shaping the Next Frontier”the Conference brought together journal editors,medical researchers,and science policy experts to examine how data and artificial intelligence(AI)are reshaping scholarly publishing.Two keynote speeches set the stage:the first analyzed the opportunities for hospital-based research arising from new journal policies,data infrastructure,and enabling technologies;the second introduced the latest advances in general AI and their implications for academic publishing security and integrity. 展开更多
关键词 AI data sharing medical data medical publishing
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Value Evaluation for Urban Medical Groups in China:A Case From Dapeng New District in Shenzhen
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作者 Yan Cui Leiyu Shi +2 位作者 Shilan Tang Yansui Yang Lijie Ren 《Health Care Science》 2025年第3期206-214,共9页
Background:An urban medical group in Dapeng New District was established in 2017 with the objective of enhancing outcomes for common diseases and reinforcing primary care by integrating high‐level hospitals with prim... Background:An urban medical group in Dapeng New District was established in 2017 with the objective of enhancing outcomes for common diseases and reinforcing primary care by integrating high‐level hospitals with primary health services.This study aimed to evaluate the performance of the urban medical group using the triangular value chain framework.Methods:The evaluation was conducted using the Donabedian model,focusing on three key dimensions:safety and quality,accessibility,and affordability.Longitudinal data were collected from 2016 to 2022 through government annual reports,the medical insurance bureau,and hospital information systems.Preprogram and postprogram outcome measurements were compared to assess differences and trends,providing a clear picture of the program's effectiveness.Results:Accessibility improved significantly,with the number of hospital beds per 1000 residents increasing from 2.62 in 2017 to 3.76 in 2022.The availability of general practitioners(GPs)also rose markedly,from 0 per 10,000 residents in 2017 to 6.27 in 2022.Regarding safety and quality,the proportion of complex medical procedures conducted within the New District expanded substantially,from 7.35%in 2017 to 38.11%in 2021.Additionally,there was an enhancement in the standardized management rate of chronic diseases.Affordability assessments showed that the proportion of medical income derived from the medical insurance fund increased by nearly 22.81 percentage points between 2012 and 2021.By 2021,75.02%of medical patients were covered by medical insurance,representing an increase of approximately 44 percentage points from 31.19%in 2012.Conclusions:The implementation of the urban medical group in Dapeng New District has led to substantial improvements in healthcare accessibility,safety and quality,and affordability.Future initiatives will focus on advancing the“Dapeng Mode”to generate exemplary healthcare outcomes and minimize disparities in basic health services and health status between urban and rural populations.The reform agenda includes piloting payment reforms and innovative payment models within the Dapeng group,complemented by a health assessment and performance incentive system aimed at encouraging healthcare institutions to prioritize health management. 展开更多
关键词 Donabedian model integrated care medical consortium triangular value chain triple aims urban medical group value evaluation
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Utilization and Uptake of the UpToDate Clinical Decision Support Tool in Five Medical Schools in Uganda (August 2022-August 2023): A Partnership with the Better Evidence Program
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作者 Alison Annet Kinengyere Glorias Asiimwe +4 位作者 Adrine Nyamwiza Wilson Adriko Emmanuel Twinamasiko Arthur Karemani Julie Rosenberg 《International Journal of Clinical Medicine》 2025年第2期171-198,共28页
Background: Clinical decision support tools provide suggestions to support healthcare providers and clinicians, as they attend to patients. Clinicians use these tools to rapidly consult the evidence at the point of ca... Background: Clinical decision support tools provide suggestions to support healthcare providers and clinicians, as they attend to patients. Clinicians use these tools to rapidly consult the evidence at the point of care, a practice which has been found to reduce the time patients spend in hospitals, promote the quality of care and improve healthcare outcomes. Such tools include Medscape, VisualDx, Clinical Key, DynaMed, BMJ Best Practice and UpToDate. However, use of such tools has not yet been fully embraced in low-resource settings such as Uganda. Objective: This paper intends to collate data on the use and uptake of one such tool, UpToDate, which was provided at no cost to five medical schools in Uganda. Methods: Free access to UpToDate was granted through the IP addresses of five medical schools in Uganda in collaboration with Better Evidence at The Global Health Delivery Project at Harvard and Brigham and Women’s Hospital and Wolters Kluwer Health. Following the donation, medical librarians in the respective institutions conducted training sessions and created awareness of the tool. Usage data was aggregated, based on logins and content views, presented and analyzed using Excel tables and graphs. Results: The data shows similar trends in increased usage over the period of August 2022 to August 2023 across the five medical schools. The most common topics viewed, mode of access (using either the computer or the mobile app), total usage by institution, ratio of uses to eligible users by institution and ratio of uses to students by institution are shared. Conclusion: The study revealed that the tool was used by various user categories across the institutions with similar steady improved usage over the year. These results can inform the librarians as they encourage their respective institutions to continue using the tool to support uptake of point-of-care tools in clinical practice. 展开更多
关键词 UpToDate Clinical Decision Support Tool Medical Schools Uganda Digital Health Medical Education Evidence-Based Medicine
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Revolutionizing medical implant fabrication:advances in additive manufacturing of biomedical metals
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作者 Yuhua Li Deyu Jiang +3 位作者 Rui Zhu Chengliang Yang Liqiang Wang Lai-Chang Zhang 《International Journal of Extreme Manufacturing》 2025年第2期21-70,共50页
Additive manufacturing has emerged as a transformative technology for producing biomedical metals and implants,offering the potential to revolutionize patient care and treatment outcomes.This article reviews the recen... Additive manufacturing has emerged as a transformative technology for producing biomedical metals and implants,offering the potential to revolutionize patient care and treatment outcomes.This article reviews the recent advances in additive manufacturing(AM)of biomedical metal implants,especially load-bearing biomedical alloys,biodegradable alloys,novel metals,and 4D printing,whose properties are systematically assessed to facilitate material selection for specific medical applications.The applications of the most cutting-edge artificial intelligence in AM and surface functional modification are also presented.This article also explores the application of AM in various medical specialties,such as orthopedics,dentistry,cardiology,and neurosurgery,demonstrating its potential to solve complex clinical challenges and advance patient-centered healthcare solutions.Furthermore,it highlights the critical roles of AM in shaping the future of medical implant manufacturing.The optimistic outlook on the bright future of AM in medical metals delivers personalized,high-performance medical implants that improve patient treatment outcomes and well-being. 展开更多
关键词 additive manufacturing biomedical metals medical implant material properties clinical application
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Recent applications of EEG-based brain-computer-interface in the medical field 被引量:1
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作者 Xiu-Yun Liu Wen-Long Wang +39 位作者 Miao Liu Ming-Yi Chen Tânia Pereira Desta Yakob Doda Yu-Feng Ke Shou-Yan Wang Dong Wen Xiao-Guang Tong Wei-Guang Li Yi Yang Xiao-Di Han Yu-Lin Sun Xin Song Cong-Ying Hao Zi-Hua Zhang Xin-Yang Liu Chun-Yang Li Rui Peng Xiao-Xin Song Abi Yasi Mei-Jun Pang Kuo Zhang Run-Nan He Le Wu Shu-Geng Chen Wen-Jin Chen Yan-Gong Chao Cheng-Gong Hu Heng Zhang Min Zhou Kun Wang Peng-Fei Liu Chen Chen Xin-Yi Geng Yun Qin Dong-Rui Gao En-Ming Song Long-Long Cheng Xun Chen Dong Ming 《Military Medical Research》 2025年第8期1283-1322,共40页
Brain-computer interfaces(BCIs)represent an emerging technology that facilitates direct communication between the brain and external devices.In recent years,numerous review articles have explored various aspects of BC... Brain-computer interfaces(BCIs)represent an emerging technology that facilitates direct communication between the brain and external devices.In recent years,numerous review articles have explored various aspects of BCIs,including their fundamental principles,technical advancements,and applications in specific domains.However,these reviews often focus on signal processing,hardware development,or limited applications such as motor rehabilitation or communication.This paper aims to offer a comprehensive review of recent electroencephalogram(EEG)-based BCI applications in the medical field across 8 critical areas,encompassing rehabilitation,daily communication,epilepsy,cerebral resuscitation,sleep,neurodegenerative diseases,anesthesiology,and emotion recognition.Moreover,the current challenges and future trends of BCIs were also discussed,including personal privacy and ethical concerns,network security vulnerabilities,safety issues,and biocompatibility. 展开更多
关键词 Brain-computer interfaces(BCIs) Medical applications REHABILITATION COMMUNICATION Brain monitoring DIAGNOSIS
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A Custom Medical Image De-identification System Based on Data Privacy
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作者 ZHANG Jingchen WANG Jiayang +3 位作者 ZHAO Yuanzhi ZHOU Wei LUO Wei QIAN Qing 《数据与计算发展前沿(中英文)》 2025年第3期122-135,共14页
【Objective】Medical imaging data has great value,but it contains a significant amount of sensitive information about patients.At present,laws and regulations regarding to the de-identification of medical imaging data... 【Objective】Medical imaging data has great value,but it contains a significant amount of sensitive information about patients.At present,laws and regulations regarding to the de-identification of medical imaging data are not clearly defined around the world.This study aims to develop a tool that meets compliance-driven desensitization requirements tailored to diverse research needs.【Methods】To enhance the security of medical image data,we designed and implemented a DICOM format medical image de-identification system on the Windows operating system.【Results】Our custom de-identification system is adaptable to the legal standards of different countries and can accommodate specific research demands.The system offers both web-based online and desktop offline de-identification capabilities,enabling customization of de-identification rules and facilitating batch processing to improve efficiency.【Conclusions】This medical image de-identification system robustly strengthens the stewardship of sensitive medical data,aligning with data security protection requirements while facilitating the sharing and utilization of medical image data.This approach unlocks the intrinsic value inherent in such datasets. 展开更多
关键词 de-identification system medical image data privacy DICOM data sharing
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Exploration of the Contradictions and Countermeasures in Medical Students’Internships,Postgraduate Entrance Examinations,and Employment from the Perspective of Work-Study Conflict
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作者 Panjiao Pang Chang’an Li +1 位作者 Lei Wang Xiaojuan Xie 《Journal of Contemporary Educational Research》 2025年第9期19-26,共8页
Objective:The objective of this research is to thoroughly investigate the extent of mutual interference among clinical internships,postgraduate entrance examinations,and employment by examining engineering contradicti... Objective:The objective of this research is to thoroughly investigate the extent of mutual interference among clinical internships,postgraduate entrance examinations,and employment by examining engineering contradictions,thus offering theoretical insights and guidance for medical students to attain high-quality outcomes in clinical internships.Methods:A combination of literature reviews,questionnaires,interviews,and observations of internships was utilized,followed by a statistical analysis to assess the levels of interference among the three factors.Results:The senior participants achieved significantly higher scores than their junior counterparts in evaluations of comprehensive humanistic quality,understanding professional values,communication abilities,clinical skills,and attitudes towards learning,with differences that were statistically significant(p<0.05).After applying an interactive training approach that merges early clinical practice with foundational medical education,both groups displayed notable enhancements in activity content,formats,instructor attitudes,clinical performance,and the blending of theory with practice(p<0.05).Conclusion:By emphasizing‘early clinical’education,students are effectively engaged in clinical practice through active involvement,leading to feedback-oriented training.This strategy not only improves the overall quality of internships but also reduces the risk of scheduling conflicts with postgraduate entrance examinations and employment opportunities. 展开更多
关键词 Engineering-education conflict Medical university students INTERNSHIP Postgraduate entrance examination EMPLOYMENT Practical exploration.
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On Launching a New Journal‘Progress in Medical Education’
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作者 Zui Zou 《Progress in Medical Education》 2025年第1期1-2,共2页
Medical education serves as the foundation of healthcare systems worldwide,shaping the knowledge,skills,and professional values of future healthcare providers.It is through education that we equip the next generation ... Medical education serves as the foundation of healthcare systems worldwide,shaping the knowledge,skills,and professional values of future healthcare providers.It is through education that we equip the next generation of doctors,nurses,and allied health professionals to navigate the complexities of patient care,scientific discovery,and public health.In an era marked by rapid advancements in medical science and technology,the need for innovative,evidence-based,and effective educational strategies has never been more pressing.Against this backdrop,we are launching Progress in Medical Education(PME),a new open-access,peer-reviewed journal dedicated to the timely publication of articles on health professions education. 展开更多
关键词 KNOWLEDGE medical education professional values foundation healthcare systems healthcare systems SKILLS educational strategies allied health professionals
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Construction of an online resource platform for an-esthesiology postgraduates based on competency-based medical education concept
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作者 Zui Zou Tairan Zhou +3 位作者 Mingyao Chen Na Zhao Tianying Xu Jinjun Bian 《Progress in Medical Education》 2025年第1期32-38,共7页
To bridge the gap between curriculum content and clinical needs,as well as address the insufficient quality of online educational resources in current postgraduate anesthesiology education,this study proposes a“libra... To bridge the gap between curriculum content and clinical needs,as well as address the insufficient quality of online educational resources in current postgraduate anesthesiology education,this study proposes a“library-style”network resource platform for anesthesia graduate students,grounded in the competency-based medical education framework.The platform’s primary focus is“classical knowledge module”,which covers six core domains in anesthesiology,such as clinical anesthesia management,anesthesia technical operation,and anesthesia pharmacology.The platform also integrates‘Internet+’technology,creating a multifunctional network resource to support comprehensive learning.The platform is characterized by modularized knowledge,diversified resources,dynamic updates,and universal accessibility,enabling postgraduate students to engage in independent and lifelong learning.This flexibility fosters the innovation of hybrid teaching models,combining both online and offline components.The study aims to strengthen the competency-oriented anesthesia training system,providing robust support for both clinical practice and academic research. 展开更多
关键词 ANESTHESIOLOGY postgraduate education competency-oriented medical education online resource construction teaching reforms
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The Application of Case Teaching Combined with PBL and RISE Teaching Method in Medical Immunology Teaching
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作者 Ming Lu 《Journal of Clinical and Nursing Research》 2025年第7期229-235,共7页
Undergraduate medical immunology education is an important part of the basic course of medical higher education in our country.As an important basic course for medical students,medical immunology teaching has shown al... Undergraduate medical immunology education is an important part of the basic course of medical higher education in our country.As an important basic course for medical students,medical immunology teaching has shown all kinds of deficiencies in the teaching effect by using the traditional teaching model of classroom teaching.Combined with the teaching characteristics and teaching difficulties of medical immunology,it is found in the teaching practice that in the key stage of traditional teaching,the combination of PBL and RISE teaching method of case teaching can integrate the previous learning knowledge of medical immunology through students’independent learning,and stimulate students’interest in learning.It can improve students’ability to connect immunology theory with clinical diseases and public health immunological events,and improve students’comprehensive ability to further learn medical immunology knowledge and other related disciplines in the next stage.A good teaching effect has been achieved. 展开更多
关键词 Higher education Medical immunology PBL-RISE teaching method Case teaching
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Toward a Large Language Model-Driven Medical Knowledge Retrieval and QA System:Framework Design and Evaluation
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作者 Yuyang Liu Xiaoying Li +6 位作者 Yan Luo Jinhua Du Ying Zhang Tingyu Lv Hao Yin Xiaoli Tang Hui Liu 《Engineering》 2025年第7期270-282,共13页
Recent advancements in large language models(LLMs)have driven remarkable progress in text process-ing,opening new avenues for medical knowledge discovery.In this study,we present ERQA,a mEdical knowledge Retrieval and... Recent advancements in large language models(LLMs)have driven remarkable progress in text process-ing,opening new avenues for medical knowledge discovery.In this study,we present ERQA,a mEdical knowledge Retrieval and Question-Answering framework powered by an enhanced LLM that integrates a semantic vector database and a curated literature repository.The ERQA framework leverages domain-specific incremental pretraining and conducts supervised fine-tuning on medical literature,enabling retrieval and question-answering(QA)tasks to be completed with high precision.Performance evaluations implemented on the coronavirus disease 2019(COVID-19)and TripClick data-sets demonstrate the robust capabilities of ERQA across multiple tasks.On the COVID-19 dataset,ERQA-13B achieves state-of-the-art retrieval metrics,with normalized discounted cumulative gain at top 10(NDCG@10)0.297,recall values at top 10(Recall@10)0.347,and mean reciprocal rank(MRR)=0.370;it also attains strong abstract summarization performance,with a recall-oriented understudy for gisting evaluation(ROUGE)-1 score of 0.434,and QA performance,with a bilingual evaluation understudy(BLEU)-1 score of 7.851.The comparable performance achieved on the TripClick dataset further under-scores the adaptability of ERQA across diverse medical topics.These findings suggest that ERQA repre-sents a significant step toward efficient biomedical knowledge retrieval and QA. 展开更多
关键词 Large language models Medical knowledge Information retrieval Vector database
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Thoughts on Curriculum Ideological and Political Education in EESP:Taking Medical English Course as an Example
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作者 LONG Yanxia WANG Zhaoxi 《Sino-US English Teaching》 2025年第1期15-21,共7页
The education of curriculum ideology and politics is vigorously implemented in China.It manifests in the teaching process across three dimensions:textbooks,educators,and learners.During lesson preparation,instructors ... The education of curriculum ideology and politics is vigorously implemented in China.It manifests in the teaching process across three dimensions:textbooks,educators,and learners.During lesson preparation,instructors may neglect the subtle ideological and political nuances present in original English textbooks,which can result in students misinterpreting the content.Additionally,time constraints hinder teachers from effectively clarifying these implicit factors.Furthermore,students who rely solely on the textbook are likely to accept the information at face value,missing the opportunity to clarify any misconceptions through interactive learning.Ultimately,the textbook is the key and foundation for the implementation of the curriculum ideology and politics in education.This paper takes medical English course as an example to demonstrate it. 展开更多
关键词 curriculum ideology and politics education English education for specific purposes(EESP) medical English course
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Perceptions of sex education among college students:A case study of a medical school
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作者 Shang-Yu Lv Zhuo-Cong Bao +6 位作者 Zhao-Dong Liu Ye Zhang Yu-Le Gu Bing-Kui Li Yun-Shu Deng Yu-Ji Zhang Yan Zhang 《World Journal of Psychiatry》 2025年第4期237-250,共14页
BACKGROUND Sex education was introduced early in foreign countries.For example,there is a more systematic sex education system abroad,which can better achieve the popularization of sex education.China's sex educat... BACKGROUND Sex education was introduced early in foreign countries.For example,there is a more systematic sex education system abroad,which can better achieve the popularization of sex education.China's sex education started relatively late,yet there are many problems in the development of sex education in China;for example,college students lack knowledge of sexuality.AIM To explore the perception of sex education among medical college students.METHODS Students majoring in medicine in a medical school were selected as the survey subjects.Anonymous online questionnaires were used to conduct the survey,and the results were analyzed using GraphPad Prism,SPSS,Microsoft Excel,and other software.The questionnaire was administered to understand the source of sexual knowledge,sexual responsibility,mastery of sexual knowledge,and distress caused by sexual problems.RESULTS Most students majoring in medicine had no formal sex education,lacked sexual knowledge,or had a biased understanding of sexual responsibility.This study analyzed future research trends in sex education based on relevant achievements in the Chinese context and abroad to further realize the practical significance and value of sex education popularization in China and provide recommendations for parents and schools at different levels.CONCLUSION Sex education should be conducted among college students,and medical colleges and universities should strengthen scientific sex education. 展开更多
关键词 College students Sex education Medical schools PERCEPTIONS Observational study
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