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Parallel Medical Devices and Instruments:Integrating Edge and Cloud Intelligence for Smart Treatment and Health Systems 被引量:2
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作者 Fei Lin Tommy Gao +5 位作者 Dali Sun Qinghua Ni Xianting Ding Jing Wang David Wenzhong Gao Fei-Yue Wang 《IEEE/CAA Journal of Automatica Sinica》 2025年第4期651-654,共4页
WITH the rapid development of technologies such as Artificial Intelligence(AI),edge computing,and cloud intelligence,the medical field is undergoing a fundamental transformation[1].These technologies significantly enh... WITH the rapid development of technologies such as Artificial Intelligence(AI),edge computing,and cloud intelligence,the medical field is undergoing a fundamental transformation[1].These technologies significantly enhance the medical system's capability to process complex data and also improve the real-time response rate to patient needs.In this wave of technological innovation,parallel intelligence,along with Artificial systems,Computational experiments,and Parallel execution(ACP)approach[2]will play a crucial role.Through parallel interactions between virtual and real systems,this approach optimizes the functionality of medical devices and instruments,enhancing the accuracy of diagnoses and treatments while enabling the autonomous evolution and adaptive adjustment of medical systems. 展开更多
关键词 artificial intelligence ai edge computingand parallel intelligence artificial systemscomputational experimentsand cloud intelligence medical systems edge computing process complex data cloud intelligencethe
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Manuscripts,Images,and Medicine:The Encounter of Eurasian Medical Knowledge and Mutual Learning of Civilizations
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作者 CHEN Ming 《Chinese Medicine and Culture》 2025年第2期97-98,F0002,共3页
For the history of medical culture in the world,the exchange and transmission of medical knowledge has formed an important part of mutual learning among different cultures,which has also increasingly shown unique acad... For the history of medical culture in the world,the exchange and transmission of medical knowledge has formed an important part of mutual learning among different cultures,which has also increasingly shown unique academic value in the study of knowledge history.Traditional Eastern medicine(such as Chinese medicine,Indian ayurvedic medicine,Persian medicine,Arabic medicine),and other medical systems in the ancient Western world(including Greek medicine and Roman medicine)have left precious literature/texts,cultural relics(for example,pills,preparations,medical instruments),folklore and legends,which truly record the process of learning,transplantation,fusion and succession after the encounter of different medical systems at least for the past two thousand years. 展开更多
关键词 IMAGES mutual learning MANUSCRIPTS medical systems exchange transmission medical knowledge eastern medicine such MEDICINE Eurasian medical knowledge
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Medical Bilingualism:Reframing the Overlap between Medical Systems in Recent Medical History and Anthropology
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作者 Marta Hanson Victor Kumar 《Chinese Medicine and Culture》 2025年第3期239-255,共17页
This paper explores increased use of the concept of“medical bilingualism”since 2015 as scholars,especially of East Asian medical history and anthropology,have applied it to engagements between two medical systems.It... This paper explores increased use of the concept of“medical bilingualism”since 2015 as scholars,especially of East Asian medical history and anthropology,have applied it to engagements between two medical systems.It reveals an ongoing evolution in the way that scholars understand what a medical system is and how medical systems are differentiated and compared with one another.The image of culturally homogeneous systems of meaning and practice that dominated mid-twentieth-century scholarship on medical systems(especially using the category of ethnomedicines)has been giving way to a more culturally heterogeneous and cosmopolitan picture of how medical practitioners evolve,integrate,and differentiate medical concepts and practices in the context of contemporary societies and the new forms of life they engender.This reformulated concept of medical bilingualism emphasizes the ways in which medical systems overlap yet remain distinct.First,the paper summarizes results of an experiment with AI searches on medical bilingualism,then narrates its historiography both pre-COVID-19 and during COVID-19,and finally concludes with some reflections on language ideology,multilingualism,and medical pluralism. 展开更多
关键词 Medical bilingualism Polyglot therapeutics Tu Youyou(屠呦呦) Experimental AI searches Medical systems Medical pluralism Metamodern
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Ethnobotany and diversity of medicinal plants used by the Buyi in eastern Yunnan,China 被引量:4
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作者 Yong Xiong Xueyi Sui +2 位作者 Selena Ahmed Zhi Wang Chunlin Long 《Plant Diversity》 SCIE CAS CSCD 2020年第6期401-414,共14页
The Buyi are a socio-linguistic group in Yunnan Province of southwest China that have a long history of using medicinal plants as part of their indigenous medical system.Given the limited written documentation of the ... The Buyi are a socio-linguistic group in Yunnan Province of southwest China that have a long history of using medicinal plants as part of their indigenous medical system.Given the limited written documentation of the Buyi indigenous medical system,the objective of this paper is to document the medicinal plants of the Buyi and associated traditional knowledge and transmission.Field research was conducted in four villages in Lubuge Township of Luoping County in Yunnan Province using ethnobotanical methodologies including participatory observation,semi-structured interviews,key informant interviews,and focus group discussions to elicit information on medicinal plants.In total,120 informants(including 15 key informants who are healers)were interviewed.This study found that a total of 121 medicinal plant species belonging to 64 families are used by the Buyi including by local healers to treat different diseases.Among the medicinal plants recorded in this study,56 species(46%)have not previously been documented in the scientific literature as having medicinal value,highlighting the pressing need for ethnobotanical documentation in indigenous communities.The most frequently used medicinal part was the leaf(24.9%of documented plants),and the most common preparation method was decoction(62.8%of medicinal).Medicinal plants were mainly used to treat rheumatism(12.4%of plants),trauma and injuries(9.6%).The documented plants are also used for other non-medicinal purposes including food,fodder,fencing,and ornamental.In addition,35 of the medicinal plants are considered poisonous and are used by local Buyi healers for medicine.The traditional Buyi beliefs and practices associated with the documented medicinal plants likely contributes to their conservation in the environments and around Buyi communities.This study further highlights that ethnomedicinal knowledge of the Buyi is at risk of disappearing due to increased introduction and use of modern medicine in Buyi communities,livelihood changes,rapid modernization,and urbanization.Research,policy,and community programs are urgently needed to conserve the biocultural diversity associated with the Buyi medical system including ethnobotanical knowledge towards supporting both environmental and human wellbeing. 展开更多
关键词 ETHNOBOTANY Indigenous medical systems Ethnobotanical knowledge Buyi Medicinal plants
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Advances in prostate cancer research models:From transgenic mice to tumor xenografting models 被引量:3
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作者 Yuejiao Huang Chun Cheng +4 位作者 Chong Zhang Yonghui Zhang Miaomiao Chen Douglas W.Strand Ming Jiang 《Asian Journal of Urology》 2016年第2期64-74,共11页
The identification of the origin and molecular characteristics of prostate cancer(PCa)has crucial implications for personalized treatment.The development of effective treatments for PCa has been limited;however,the re... The identification of the origin and molecular characteristics of prostate cancer(PCa)has crucial implications for personalized treatment.The development of effective treatments for PCa has been limited;however,the recent establishment of several transgenicmouse lines and/or xenografting models is better reflecting the disease in vivo.With appropriate models,valuable tools for elucidating the functions of specific genes have gone deep into prostate development and carcinogenesis.In the present review,we summarize a number of important PCa research models established in our laboratories(PSA-Cre-ERT2/PTEN transgenic mouse models,AP-OX model,tissue recombination-xenografting models and PDX models),which represent advances of translational models from transgenic mouse lines to human tumor xenografting.Better understanding of the developments of these models will offer new insights into tumor progression and may help explain the functional significance of genetic variations in PCa.Additionally,this understanding could lead to new modes for curing PCa based on their particular biological phenotypes. 展开更多
关键词 Prostate cancer Transgenic mouse lines Tumor xenografting models Translational medical systems
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Solutions to improve the quality management of medical gas pipeline systems in China 被引量:1
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作者 林硕 Hélène van den Brink +1 位作者 Eric Fouassier Alejandro Berardi 《Journal of Chinese Pharmaceutical Sciences》 CAS 2010年第3期169-176,共8页
Gases have long been used for medical applications across the world. Medical oxygen, one of the most important medical gases, has been widely applied both in hospitals and at home. It is defined as a drug and its pipe... Gases have long been used for medical applications across the world. Medical oxygen, one of the most important medical gases, has been widely applied both in hospitals and at home. It is defined as a drug and its pipeline distribution systems are medical devices whose quality and management should conform to specific standards. In China, several deficiencies relating to the distribution and use of medical oxygen, which may lead to a number of fatal accidents like gas pipeline explosion and cause illicit product use, have been revealed in health facilities. They are the result of a lack of the relevant standards, management and practical experiences. To overcome these failures, it might be interesting to refer to the experience and regulations of other countries, for example, those of France. 展开更多
关键词 Medical gas pipeline systems OXYGEN Standardisation QUALITY China
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Effect of Time Delay on Stochastic Tumor Growth 被引量:1
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作者 田静 陈勇 《Chinese Physics Letters》 SCIE CAS CSCD 2010年第3期48-51,共4页
We study the dynamics of tumor cell growth with time-delayed feedback driven by multiplicative noise in an asymmetrical bistable potential well. For a small delay time, the analytical solutions of the probability dist... We study the dynamics of tumor cell growth with time-delayed feedback driven by multiplicative noise in an asymmetrical bistable potential well. For a small delay time, the analytical solutions of the probability distribution and the first passage time show that, with the increasing delay time, the peak of the probability distribution in a lower population state would increase, but in a higher population state it decreases. It is shown that the multiplicative noise and the time delay play opposite roles in the tumor cell growth. 展开更多
关键词 Computational physics Medical physics Biological physics Statistical physics and nonlinear systems
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Smart CardioWatch System for Patients with Cardiovascular Diseases Who Live Alone
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作者 Raisa Nazir Ahmed Kazi Manjur Kolhar Faiza Rizwan 《Computers, Materials & Continua》 SCIE EI 2021年第2期1237-1250,共14页
The widespread use of smartwatches has increased their specific and complementary activities in the health sector for patient’s prognosis.In this study,we propose a framework referred to as smart forecasting CardioWa... The widespread use of smartwatches has increased their specific and complementary activities in the health sector for patient’s prognosis.In this study,we propose a framework referred to as smart forecasting CardioWatch(SCW)to measure the heart-rate variation(HRV)for patients with myocardial infarction(MI)who live alone or are outside their homes.In this study,HRV is used as a vital alarming sign for patients with MI.The performance of the proposed framework is measured using machine learning and deep learning techniques,namely,support vector machine,logistic regression,and decision-tree classification techniques.The results indicated that the analysis of heart rate can help health services that are located remotely from the patient to render timely emergency health care.Further,taking more cardiac parameters into account can lead to more accurate results.On the basis of our findings,we recommend the development of health-related software to aid researchers to develop frameworks,such as SCW,for effective provision of emergency health. 展开更多
关键词 Forecasting system machine learning algorithms medical forecasting systems medical control systems supervised learning
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Using Fingerprint Features as Personalized Cryptographic key in Personal Health Record Systems
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作者 马国强 刘娟 倪斌 《China Communications》 SCIE CSCD 2011年第7期128-135,共8页
An embedded method which can provide privacy-safeguard and data-security layer for the Personal Health Records (PHR) is proposed. In our method, the fingerprint image of a patient or doctor is obtained with fingerprin... An embedded method which can provide privacy-safeguard and data-security layer for the Personal Health Records (PHR) is proposed. In our method, the fingerprint image of a patient or doctor is obtained with fingerprint scanner and the values of fingerprint features points are calculated and saved in an IC card. As a result, saving the fingerprint image is not required in our method. Based on the user's password, a transformation is applied on the fingerprint topology structural values. After that, we take these points' coordinates on the transformed topology structure as a cryptographic key, which is used with Advanced Encryption Standard (AES) algorithm to encrypt the users' privacy information, such as prescription, laboratory sheet, medical certificate, etc. The experimental results demonstrate that our method could bring patients the self-control and self-management on their own medical privacy information. 展开更多
关键词 system analysis and design health care medical information systems fingerprint identification
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Intelligent Networked Control of Vasoactive Drug Infusion for Patients with Uncertain Sensitivity
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作者 Mohamed Esmail Karar Amged Sayed A.Mahmoud 《Computer Systems Science & Engineering》 SCIE EI 2023年第10期721-739,共19页
Abnormal high blood pressure or hypertension is still the leading risk factor for death and disability worldwide.This paper presents a new intelligent networked control of medical drug infusion system to regulate the ... Abnormal high blood pressure or hypertension is still the leading risk factor for death and disability worldwide.This paper presents a new intelligent networked control of medical drug infusion system to regulate the mean arterial blood pressure for hypertensive patients with different health status conditions.The infusion of vasoactive drugs to patients endures various issues,such as variation of sensitivity and noise,which require effective and powerful systems to ensure robustness and good performance.The developed intelligent networked system is composed of a hybrid control scheme of interval type-2 fuzzy(IT2F)logic and teaching-learning-based optimization(TLBO)algorithm.This networked IT2F control is capable of managing the uncertain sensitivity of the patient to anti-hypertensive drugs successfully.To avoid the manual selection of control parameter values,the TLBO algorithm is mainly used to automatically find the best parameter values of the networked IT2F controller.The simulation results showed that the optimized networked IT2F achieved a good performance under external disturbances.A comparative study has also been conducted to emphasize the outperformance of the developed controller against traditional PID and type-1 fuzzy controllers.Moreover,the comparative evaluation demonstrated that the performance of the developed networked IT2F controller is superior to other control strategies in previous studies to handle unknown patients’sensitivity to infused vasoactive drugs in a noisy environment. 展开更多
关键词 Intelligent medical systems TELEMEDICINE fuzzy control teaching learning-based optimization
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Comparative Study on Polarization of DNA and CdSe Quantum Dots
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作者 周星飞 崔成毅 +2 位作者 张金海 刘建华 刘京松 《Chinese Physics Letters》 SCIE CAS CSCD 2010年第3期336-338,共3页
The polarizabilities of DNA in transverse direction and CdSe semiconductor quantum dots (QDs) deposited on mica surface are compared by means of electrostatic force microscopy (EFM). We observe clear EFM-phase shi... The polarizabilities of DNA in transverse direction and CdSe semiconductor quantum dots (QDs) deposited on mica surface are compared by means of electrostatic force microscopy (EFM). We observe clear EFM-phase shift over CdSe QDs, while no obvious signal on DNA is detected, suggesting that DNA molecules is an electrical insulator. 展开更多
关键词 Instrumentation and measurement Surfaces interfaces and thin films Medical physics Biological physics Nanoscale science and low-D systems
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Research on Improving the Delineation Ability of Oncology Graduate Students and Planned Trainee Target Area by Using Medical Archiving and Communication System
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作者 HUANGXiu 《外文科技期刊数据库(文摘版)教育科学》 2022年第5期137-140,共4页
Objective: to explore the role of medical archiving and communication system in the training of target delineation ability of oncology graduate students and regular training students. Methods: this subject will take t... Objective: to explore the role of medical archiving and communication system in the training of target delineation ability of oncology graduate students and regular training students. Methods: this subject will take the newly admitted graduate students and planning students as the research objects, and senior doctors will use the medical archive and communication system to carry out training on sectional anatomy and target area delineation in the form of department lectures. The application of medical archiving and communication system in improving the ability of target area delineation was explored by self before and after comparison, and the ability of target area delineation was tested before training, after training and three months after graduation. To evaluate the theoretical knowledge and practical operation level of target area delineation in order to explore the superiority and feasibility of medical archiving and communication system in improving the target area delineation ability of oncology graduate students and planning students. Results: there was a statistical difference between the accuracy of target area delineation after relevant knowledge training and three months after graduation by using the medical archive and communication system and before training (P < 0.05). Conclusion: using the medical archive and communication system to train oncology graduate students and training students in relevant knowledge can significantly improve their ability to outline the target area, better adapt to the development of oncology, and lay a solid foundation for becoming a qualified oncologist in the future. 展开更多
关键词 medical archiving and communication systems ONCOLOGY graduate and training target area delineatio
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Three-year clinical outcomes of transcatheter left atrial appendage occlusion
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作者 Tingting Zhang Xueni He +23 位作者 Ping Wang Guotao Fu Zhengquan Chen Haitao Liu Fu Yi Jianzheng Liu Xianxian Zhao Xianfeng Du Zhongbao Ruan Xiaofei Jiang Chengxing Shen Yansong Guo Zulu Wang Ming Bai Yiqiang Yuan Haixiong Wang Chenyang Jiang Shijun Li Scot Garg Osama Soliman Patrick W.Serruys Chao Gao Ling Tao On behalf of the RECORD Investigators 《Chinese Medical Journal》 2026年第2期296-298,共3页
To the Editor:Atrial fibrillation(AF)is the most common sustained cardiac arrhythmia,[1]particularly among elderly individuals,bringing huge socio-medical burdens due to its link to ischemic stroke.[2]Although systemi... To the Editor:Atrial fibrillation(AF)is the most common sustained cardiac arrhythmia,[1]particularly among elderly individuals,bringing huge socio-medical burdens due to its link to ischemic stroke.[2]Although systemic oral anticoagulant(OAC)medication is highly efficacious,many patients struggle with adverse effects,issues with adherence,and concerns about quality of life.[3]Percutaneous left atrial appendage occlusion(LAAO)is an alternative to anticoagulation for patients with AF and contraindications for long-term anticoagulant treatment,which has been endorsed in guidelines from the American College of Cardiology(ACC)and the European Society of Cardiology(ESC).[2]Notably,the pivotal randomized controlled trials(RCTs)and registries that have investigated LAAO and provided the evidence base for these guidelines were predominantly carried out in the United States or Europe,with 92–94%of the participants being Caucasian while other ethnic groups significantly underrepresented. 展开更多
关键词 systemic oral anticoagulant oac medication transcatheter left atrial appendage occlusion systemic oral anticoagulant cardiac arrhythmia particularly ischemic stroke left atrial appendage occlusion laao atrial fibrillation clinical outcomes
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Sharing Development Dividends
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作者 Ehizuelen Michael Mitchell Omoruyi 《Beijing Review》 2025年第20期28-28,共1页
In modern times,the Chinese people initially tried to adopt modermization for-mulas from the West,but none worked.Through its own efforts,China has modern-ized under the leadership of the Communist Party of China.It h... In modern times,the Chinese people initially tried to adopt modermization for-mulas from the West,but none worked.Through its own efforts,China has modern-ized under the leadership of the Communist Party of China.It has transformed from an impoverished and backward nation into the world's second largest economy,the largest trader in goods and the largest exporter.China has developed the largest compulsory education,social security and medical and health systems in the world,achieving in just a few decades the industrialization that took developed countries centuries to reach. 展开更多
关键词 MODERNIZATION social security EDUCATION economic development Communist Party China medical systems China medical health systems
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Resilient emergency medical systems for 21st-century complex world
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作者 Krzysztof Goniewicz Amila S.Ratnayake Amir Khorram-Manesh 《Emergency and Critical Care Medicine》 2025年第1期40-44,共5页
The 21st-century global health landscape presents unprecedented challenges,such as antimicrobial resistance,mental health issues,and the rapid spread of infectious diseases due to urbanization and mobility.The Sendai ... The 21st-century global health landscape presents unprecedented challenges,such as antimicrobial resistance,mental health issues,and the rapid spread of infectious diseases due to urbanization and mobility.The Sendai Framework and initiatives such as Singapore’s analytics in combating dengue exemplify the push for disaster risk reduction and advanced preparedness.The recent pandemic has underscored the vulnerabilities of health systems,highlighting the need for telehealth and improved emergency response capacities.Military-civilian partner-ships and psychological support for healthcare workers have emerged as some critical components.Embracing an all-hazard approach and prioritizing environmental and psychological resilience are key to a robust,culturally sensitive global health strategy,emphasizing the im-portance of open-access research for comprehensive global preparedness. 展开更多
关键词 21st-Century health challenges Civil-military collaboration Disaster resilience Emergency medical systems Resilient health systems Sendai Framework
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Thematic analysis of six Asian prehospital emergency medical systems to explore development principles
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作者 Amila Ratnayake Dinesh Bagaria +15 位作者 April BLlaneta Ratrawee Pattanarattanamolee Bui Hai Hoang Takaaki Suzuki Kenji Fukushima Minh Nguyen Weerasak Phongphuttha Patrick Joseph G.Tiglao Niladri Banerjee Sohan de Silva Srilal De Silva Harshit Agarwal Emelia B.Santamaria Kriangsak Pintatham Xuan Quy Le Shinji Nakahara 《Emergency and Critical Care Medicine》 2025年第1期45-56,共12页
Background:Well-designed and functioning emergency medical service(EMS)can provide equitable access to emergency care to im-prove health issues,especially in low-and middle-income countries where the majority of death... Background:Well-designed and functioning emergency medical service(EMS)can provide equitable access to emergency care to im-prove health issues,especially in low-and middle-income countries where the majority of deaths are due to conditions that could be treated with emergency care.To address this gap,this study explored the contextually appropriate development process in addition to the system architecture,which is lacking in Global South EMS research.Method:This study was a thematic analysis of the development of EMS systems in six Asian countries.Experts in emergency care were selected through convenience sampling.Each country described and evaluated its EMS system using a standardized form with 102 EMS items that cover the emergency care system in terms of leadership,governance,financing,community-based activities,prehospital care,and quality assessment.From the descriptions,various themes were extracted focusing on the developmental perspective of EMS in Asia.Result:The study identified the domain of the developmental focus,best practices,and future strategies for EMS in the Asian region.The identified areas for developmental focus are governance,multidisciplinary collaboration,communication/coordination,community partic-ipation,decentralization,equitable access,supply-demand balance,and quality assurance activities.Conclusion:Countries under investigation achieved progress in planning,implementing,and sustaining EMS through varied strategies in the mentioned focal areas that can be emulated by other countries in this region.Further,their development levels varied according to the extent to which each country realized the development principles identified in this study. 展开更多
关键词 Asia Emergency medical services Emergency medical systems EMS analysis tool EMS system development Low-and middle-income country
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Traditio,nal East Asian Medicine:How to Understand and Approach Diagnostic Findings and Patterns in A Modern Scientific Framework? 被引量:3
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作者 Stephen Birch Terje Alraek 《Chinese Journal of Integrative Medicine》 SCIE CAS 2014年第5期336-340,共5页
Research into the diagnostic methods and patterns of traditional East Asian medical (TEAM) systems of practice such as acupuncture and herbal medicine face certain challenges due to the nature of thinking in TEAM an... Research into the diagnostic methods and patterns of traditional East Asian medical (TEAM) systems of practice such as acupuncture and herbal medicine face certain challenges due to the nature of thinking in TEAM and the subjective basis of judgments made in practice. The TEAM-based diagnosis can take into account various findings and signs such as the appearance of the tongue, palpable qualities of the radial pulses, palpable qualities and findings on the abdomen, the complexion of the patient and so on. Both diagnostic findings and the patterns of diagnosis cannot be assumed to have objective bases or to be causally related to the complaints of the patient. However, the diagnoses of TEAM based acupuncture and herbal medicine have tended to look at pictures of the whole patient and rather than focus on a particular symptom, they have looked across a myriad of signs and symptoms to decide or identify the 'pattern' of diagnosis according to the theory in question. Although open for selective and subjective biases each diagnosis pattern always comes with a prescribed treatment tailored to the pattern. Further, the same research requirements needed for the validation of the diagnoses are needed also for these clinical observations and judgments. Hence, it is necessary, albeit challenging for research on TEAM diagnoses to first address these issues before proceeding to more complex investigations such as the development of instruments for making diagnostic observations, instruments for forming diagnostic conclusions or studies investigating the physiological bases of the diagnostic patterns. Preliminary work has started and instruments have been made, but we suggest that any instrumentation must necessarily be first validated by matching of the calibrated or scaled observations or judgments to observations made and agreed upon by relevant experts. Reliability of all observations and judgments are needed before any other tool, technology or more advanced approach can proceed and also whenever the natural system of diagnosis-treatment is applied in clinical trials. In this paper the authors highlight the core problems and describe a step wise process for addressing them. 展开更多
关键词 research diagnosis diagnostic methods pattern identification reliability traditional East Asian medical systems
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The German emergency and disaster medicine and management system--history and present 被引量:14
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作者 Norman Hecker Bernd Dieter Domres 《Chinese Journal of Traumatology》 CAS CSCD 2018年第2期64-72,共9页
As well for optimized emergency management in individual cases as for optimized mass medicine in disaster management, the principle of the medical doctors approaching the patient directly and timely, even close to the... As well for optimized emergency management in individual cases as for optimized mass medicine in disaster management, the principle of the medical doctors approaching the patient directly and timely, even close to the site of the incident, is a long-standing marker for quality of care and patient survival in Germany. Professional rescue and emergency forces, including medical services, are the "Golden Stan- dard" of emergency management systems. Regulative laws, proper organization of resources, equipment, training and adequate delivery of medical measures are key factors in systematic approaches to manage emergencies and disasters alike and thus save lives. During disasters command, communication, coor- dination and cooperation are essential to cope with extreme situations, even more so in a globalized world. In this article, we describe the major historical milestones, the current state of the German system in emergency and disaster management and its integration into the broader European approach. 展开更多
关键词 Emergency medical systems Disaster medicine Public health Germany
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FDA Acknowledges TCM Belonging to Whole Medical Systems 被引量:2
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作者 丛伟红 陈可冀 《Chinese Journal of Integrative Medicine》 SCIE CAS 2007年第2期83-84,共2页
Recently, 2007, the U.S. Food and Drug Administration (FDA) issued a draft guidance for the industry, titled "Complementary and Alternative Medicine Products and Their Regulation by the Food and Drug Administration... Recently, 2007, the U.S. Food and Drug Administration (FDA) issued a draft guidance for the industry, titled "Complementary and Alternative Medicine Products and Their Regulation by the Food and Drug Administration". This is another document closely related to Chinese Medical Sciences following the issuance of the Guidance for Industry: Botanical Drug Products in June 2004. This document conforms to the dramatically increased practice of Complementary and Alternative Medicine (CAM) in the United States in recent years. 展开更多
关键词 FDA Acknowledges TCM Belonging to Whole Medical Systems TCM BODY ACT
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Deep Learning Blockchain Integration Framework for Ureteropelvic Junction Obstruction Diagnosis Using Ultrasound Images 被引量:2
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作者 Yu Guan Pengceng Wen +2 位作者 Jianqiang Li Jinli Zhang Xianghui Xie 《Tsinghua Science and Technology》 SCIE EI CAS CSCD 2024年第1期1-12,共12页
UreteroPelvic Junction Obstruction(UPJO)is a common hydronephrosis disease in children that can result in an even progressive loss of renal function.Ultrasonography is an economical,radiationless,noninvasive,and high ... UreteroPelvic Junction Obstruction(UPJO)is a common hydronephrosis disease in children that can result in an even progressive loss of renal function.Ultrasonography is an economical,radiationless,noninvasive,and high noise preliminary diagnostic step for UPJO.Artificial intelligence has been widely applied to medical fields and can greatly assist doctors'diagnostic abilities.The demand for a highly secure network environment in transferring electronic medical data online,therefore,has led to the development of blockchain technology.In this study,we built and tested a framework that integrates a deep learning diagnosis model with blockchain technology.Our diagnosis model is a combination of an attention-based pyramid semantic segmentation network and a discrete wavelet transformation-processed residual classification network.We also compared the performance between benchmark models and our models.Our diagnosis model outperformed benchmarks on the segmentation task and classification task with MloU=87.93,MPA=93.52,and accuracy=91.77%.For the blockchain system,we applied the InterPlanetary File System protocol to build a secure and private sharing environment.This framework can automatically grade the severity of UPJO using ultrasound images,guarantee secure medical data sharing,assist in doctors'diagnostic ability,relieve patients'burden,and provide technical support for future federated learning and linkage of the Internet of Medical Things(loMT). 展开更多
关键词 data mining image processing and computer vision machine learning medical information systems
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