• Title/Summary/Keyword: East Asian medicine

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Current Status and Direction of Generative Large Language Model Applications in Medicine - Focusing on East Asian Medicine - (생성형 거대언어모델의 의학 적용 현황과 방향 - 동아시아 의학을 중심으로 -)

  • Bongsu Kang;SangYeon Lee;Hyojin Bae;Chang-Eop Kim
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.38 no.2
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    • pp.49-58
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    • 2024
  • The rapid advancement of generative large language models has revolutionized various real-life domains, emphasizing the importance of exploring their applications in healthcare. This study aims to examine how generative large language models are implemented in the medical domain, with the specific objective of searching for the possibility and potential of integration between generative large language models and East Asian medicine. Through a comprehensive current state analysis, we identified limitations in the deployment of generative large language models within East Asian medicine and proposed directions for future research. Our findings highlight the essential need for accumulating and generating structured data to improve the capabilities of generative large language models in East Asian medicine. Additionally, we tackle the issue of hallucination and the necessity for a robust model evaluation framework. Despite these challenges, the application of generative large language models in East Asian medicine has demonstrated promising results. Techniques such as model augmentation, multimodal structures, and knowledge distillation have the potential to significantly enhance accuracy, efficiency, and accessibility. In conclusion, we expect generative large language models to play a pivotal role in facilitating precise diagnostics, personalized treatment in clinical fields, and fostering innovation in education and research within East Asian medicine.

A Study on the Korean Medicine Doctors introduced in 'Photo Insert' of 『HanBangEuiYakGye』 No.2 (『한방의약계(漢方醫藥界)』 제2호 '사진삽입(寫眞揷入)'에 소개된 한의사들 연구)

  • Kim Namil;KUG Soo-ho;JUNG Ji-hun
    • The Journal of Korean Medical History
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    • v.35 no.2
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    • pp.89-99
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    • 2022
  • The figures listed under the title of 'Photo Insert' in 『HanBangEuiYakGye』 No.2 are all those who were engaged in East Asian medicine, but they can be divided into several groups depending on the areas in which they were more focused. First, he served as a royal physician at the end of the Joseon Dynasty, or was an oriental medical doctor with outstanding medical skills during the family service. Second, he is an East Asian medicine doctor who established a school for Korean medicine education or conducted various academic activities. Third, he is an East Asian medical doctor who worked hard to lead a group of East Asian medical doctors by organizing Korean medical doctors. Looking at the reality of the oppression of ethnic medicine committed by the Japanese colonial government, they continued to seek a way to live in national medicine, which played a major role in continuing the existence of Korean medicine without destroying it. In this paper, we analyzed the 13 Korean medical doctors introduced in the "Photo Insertion" and examined the activities of modern and contemporary East Asian medical doctors.

A Case Study on the Havruta Method in the Reading the Chinese Classics (하브루타를 적용한 경전강독 수업 사례 연구)

  • LEE Hae-deum;KIM Yong-jin
    • The Journal of Korean Medical History
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    • v.36 no.2
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    • pp.89-98
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    • 2023
  • Objectives: This study applied Havruta, a learner-centered educational method, and verified its effectiveness, to break from the existing mechanical memorization methods of scripture reading classes, which are basic subjects of East Asian medicine at East Asian medicine universities. Method: To this end, D University's scripture reading course was redesigned according to Havruta's teaching model, and Havruta classes were conducted according to the instructional design. Results: As a result of the class, students' Chinese translation ability improved, and they were able to concentrate on class (M=4.24). Through class, they acquired knowledge in the field (M=4.21) and their ability to communicate with others improved (M=4.21). M=4.25), it can be inferred and interpreted that the learner is engaged. Conclusion: The results of this study are examples of applying various teaching and learning methods required in the East Asian medicine evaluation and certification of East Asian medicine at East Asian medicine universities, and can be used as practical basic data that can be applied not only to scripture reading subjects but also to other subjects.

Aging-related changes in the mid-face skin elasticity in East Asian women

  • Kim, Seong Hwan;Lee, Seong Joo;Kim, Hyun Jo;Lee, Ju Ho;Jeong, Hii Sun;Suh, In Suck
    • Archives of Craniofacial Surgery
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    • v.20 no.3
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    • pp.158-163
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    • 2019
  • Background: Age-related changes in facial skin is a major concern in women. This study aimed to objectively evaluate normal skin elasticity and age-related differences in the faces of East Asian women. There are no standard values for data related to normal skin on East Asian women. Methods: We studied 129 healthy East Asian women without a history of cosmetic procedures or surgeries. Skin elasticity was assessed at the cheek and lower eyelid points, which were assessed on both the right and left sides of the face. Results: The age of the subjects showed significant negative correlations with the R2 and R7 parameters, which represent skin elasticity after deformation. Conclusion: We therefore concluded that the primary decrease in skin elasticity in East Asian women occurs in the midface region.

A Study on the physical meaning of 'gihyeol(氣血)' and 'hyeolgi(血氣)' ('기혈(氣血)'과 '혈기(血氣)'의 인체론적 의미에 대한 소고)

  • Kim Namil;PARK Jun-gyu;HAN Chang-hyun
    • The Journal of Korean Medical History
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    • v.35 no.2
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    • pp.83-88
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    • 2022
  • In East Asian medicine, 'gihyeol(氣血)' and 'hyeolgi(血氣)' are basic terms that can be found everywhere. However, despite its importance, there is no clear definition of the terms. In this paper, we tried to distinguish between 'gihyeol(氣血)' and 'hyeolgi(血氣)' and looked at actual clinical examples that were judged to be consistent with this idea. The terms of East Asian medicine reflect its view of the human body and the origin of this view of the body can be seen as Han's theory of sensitivity. In addition, in East Asian medicine, the human body was understood as having a dualistic structure. Based on the theories of Asian medicine, energy can be understood as qi and blood. Therefore, 'gihyeol(氣血)' and 'hyeolgi(血氣)' are not similar or the same terms, but can be seen as terms to distinguish different internal flows of the human body. This organic view of the human body leads to the 'Hyeonggiron(形氣論)' of Donguibogam, and this 'Hyeonggiron(形氣論)' leads to the 'Hyeonggiron(形氣論)' of Hyungsang Medicine.

A Study of the Production of an Algorithm That Standardizes Descriptions of Medical Techniques Found in Ancient East Asian Medical Texts (비정형 한의약텍스트 자동정형화프로그램 알고리즘개발 - 동의보감 약재정보를 중심으로)

  • CHA Wung-seok;AHN Sang-woo
    • The Journal of Korean Medical History
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    • v.35 no.1
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    • pp.13-36
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    • 2022
  • For the past several decades, East Asian medicine has been examined in order to uncover its effectiveness in areas where biomedicine is found wanting. Although scientific approaches have been increasingly used to verify the utility of treatment techniques, countless traditional medical techniques found in ancient texts remain to be tested. Currently, about 20,000 or so ancient medical texts are recognized within the East Asian medical tradition. Although some famous texts have been translated and studied, many still exist only as original manuscripts. We are interested in the medical techniques that are listed in those manuscripts. Even before we can ascertain whether such ancient forms of medical treatment can be applied today it is important to understand the full picture of what kind of treatment technology exists. This study aims to develop a database program that automatically converts the original textual description of an East Asian medical technique into a more standardized version. First, our team analyzed the ways that medical skills were described and then designed a database algorithm that recognized the meaningful keywords of the descriptive text for a medical treatment and put it in the right cell in a structured table.

The pathways of semen described in ancient East Asian classics - focussed on the lateral Viscera Drawings (동아시아 고문헌에 나타난 정액의 생성 및 이동 경로 - 측면 장부도를 중심으로 -)

  • Shin, Seung-Hoon;Bae, Seong-Cheol;Kim, Ki-Wang
    • Journal of Korean Medical classics
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    • v.25 no.2
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    • pp.43-74
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    • 2012
  • Objective : Due to the tendency of researchers to avoid anatomical approach to East Asian medical classics, their ideas on seminal pathways have not been clearly reconstructed yet. So we tried to concretely reconstruct the pathway of semen described in ancient East Asian classics. Methods : Besides analysing the literal description about seminal pathways, we gathered and classified the ancient Viscera Drawings drawn in East Asian countries - especially the drawings in lateral view, and morphologically analysed them with some literal material. Results : We found that there were 3 major streams in the ancient Asian ideas on the seminal pathways. The first one was the modality originated from Hwangjenaegyeong(黃帝內經), which suggested the semen flew out of the kidney. The second one was the modality arose under the influence of Taoist thinking, which suggested the semen was originated from the brain and spinal cord. The last one was revision of the first modality by Janggaebin(張介賓), which asserted semen was originated from the kidney, but was ejaculated via Myeongmun(命門). Conclusion : On the seminal pathways, there had been 2 types of ideas focussing on kidney and one idea focussing on brain and spinal cord in East Asian tradition.

A Study of the Education and Licensure System of California Regarding East Asian Medicine and Acupuncture (캘리포니아 침구 및 동양의학 교육과 면허관리 체계 연구)

  • Hong, Jiseong;Han, Raeun;Han, Changhyun;Kang, Yeonseok
    • The Journal of Korean Medical History
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    • v.30 no.1
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    • pp.43-50
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    • 2017
  • In the United States, California is well known for its rigorous education and licensing system regarding East Asian Medicine and acupuncture. As in most other states in America, the State government controls the practice of acupuncture, massage, acupressure therapy, food therapy, and natural therapy using a board established to set, maintain, and uphold licensing credentials for acupuncturists and practitioners of East Asian medicine. In California the system started in the 1970s when the State Legislature passed a bill to measure competency, and license acupuncturists. This study briefly describes the California Acupuncture Board (CAB), which is authorized to control the related education, examination, continuing education, and management of licenses already awarded. This study addresses the essential and minimum educational requirement established by the CAB for licensure, that is mandate classroom lecture with additional 950 hours clinic training, and the 50 hours of continuing education credits earned every two years, for maintaining the license.

A Critical Review on the Epilepsy-related Classification Systems Delineated in the Literatures both Western and East Asian Medicine : A Suggestion to Develope a New Classification (간질의 분류법에 대한 동서의학적 문헌고찰 및 새로운 제안)

  • Son, Kwang-Hyun;Kim, Moon-Ju
    • Journal of Society of Preventive Korean Medicine
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    • v.14 no.2
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    • pp.135-148
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    • 2010
  • The major purpose of this study is to evaluate the classification of epileptic seizure types and epilepsy described in the literatures of both Western and East Asian medicine, especially based on the two criteria- a theoretical and a practical aspect of the classification systems. Currently, the 1981 classification of epileptic seizure types, and the 1989 classification of epilepsy syndromes and epilepsies which were proposed and approved by the International League Against Epilepsy(ILAE) have been generally accepted worldwide, although a variety of modifications have been consistently suggested. A large proportion of epilepsy cases cannot be easily classified as either 'focal' or 'generalized' or as either 'symptomatic' or 'idiopathic', so they fail to be precisely fallen into any of the ILAE categories. Terms and concepts used in the East Asian medicine are also inadequate to identify epileptic seizure types and epilepsy syndromes as discrete diagnostic entities because of ambiguities in definition and use. Therefore, this article suggests an alternative approach not only more helpful in understanding mechanism of epilepsy but also more easily applicable and effective in clinical value.

A Comparative Study of Feature Extraction Methods for Authorship Attribution in the Text of Traditional East Asian Medicine with a Focus on Function Words (한의학 고문헌 텍스트에서의 저자 판별 - 기능어의 역할을 중심으로 -)

  • Oh, Junho
    • Journal of Korean Medical classics
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    • v.33 no.2
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    • pp.51-59
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    • 2020
  • Objectives : We would like to study what is the most appropriate "feature" to effectively perform authorship attribution of the text of Traditional East Asian Medicine Methods : The authorship attribution performance of the Support Vector Machine (SVM) was compared by cross validation, depending on whether the function words or content words, single word or collocations, and IDF weights were applied or not, using 'Variorum of the Nanjing' as an experimental Corpus. Results : When using the combination of 'function words/uni-bigram/TF', the performance was best with accuracy of 0.732, and the combination of 'content words/unigram/TFIDF' showed the lowest accuracy of 0.351. Conclusions : This shows the following facts from the authorship attribution of the text of East Asian traditional medicine. First, function words play an important role in comparison to content words. Second, collocations was relatively important in content words, but single words have more important meanings in function words. Third, unlike general text analysis, IDF weighting resulted in worse performance.