• Title/Summary/Keyword: Medical Integration

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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.

Improvement in Balance and Walking in a Patient with Guillain-Barre Syndrome Treated with Acupuncture and Electroacupuncture: A Case Report (침 치료 및 전침 치료로 호전된 길랑바레증후군 환자의 균형 및 보행 개선 : 증례보고)

  • Sunny Kang;Sangho Ji;Jiwoo Kim;Youngjo So;Cheol-Hyun Kim;Sangkwan Lee
    • The Journal of Internal Korean Medicine
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    • v.45 no.2
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    • pp.199-207
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    • 2024
  • Introduction: Gullain-Barre syndrome (GBS) is a rapid, symmetric muscle weakness that often follows respiratory or gastrointestinal infections. Standard treatments include plasmapheresis and intravenous immunoglobulin, but outcomes can vary among patients. The integration of Korean medicine, notably unexplored in quantitative assessments of balance and walking, provides a novel approach to treatment. Case presentation: A 53-year-old male diagnosed with GBS presented to the hospital 8 days post-onset. He received treatments consisting of acupuncture, electroacupuncture, and rehabilitation over a period of approximately 4 weeks. Upon admission, the patient exhibited symptoms of both limb weakness and paresthesia, requiring the use of a wheelchair. Post-treatment, muscle strength and balance were significantly improved, leading to the restoration of independent ambulation, including running. Conclusions: This case illustrates the potential of integrated Korean and conventional medical treatments to accelerate recovery in GBS patients, overcoming typical prognosis timelines. The improvements in gait and balance were substantiated by quantitative assessments, suggesting a promising area for further research into the effects of combined therapeutic approaches to GBS recovery.

Palliative Care for Adult Patients Undergoing Hemodialysis in Asia: Challenges and Opportunities

  • Wei-Min Chu;Hung-Bin Tsai;Yu-Chi Chen;Kuan-Yu Hung;Shao-Yi Cheng;Cheng-Pei Lin
    • Journal of Hospice and Palliative Care
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    • v.27 no.1
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    • pp.1-10
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    • 2024
  • This article underscores the importance of integrating comprehensive palliative care for noncancer patients who are undergoing hemodialysis, with an emphasis on the aging populations in Asian nations such as Taiwan, Japan, the Republic of Korea, and China. As the global demographic landscape shifts towards an aging society and healthcare continues to advance, a marked increase has been observed in patients undergoing hemodialysis who require palliative care. This necessitates an immediate paradigm shift to incorporate this care, addressing the intricate physical, psychosocial, and spiritual challenges faced by these individuals and their families. Numerous challenges impede the provision of effective palliative care, including difficulties in prognosis, delayed referrals, cultural misconceptions, lack of clinician confidence, and insufficient collaboration among healthcare professionals. The article proposes potential solutions, such as targeted training for clinicians, the use of telemedicine to facilitate shared decision-making, and the introduction of time-limited trials for dialysis to overcome these obstacles. The integration of palliative care into routine renal treatment and the promotion of transparent communication among healthcare professionals represent key strategies to enhance the quality of life and end-of-life care for people on hemodialysis. By embracing innovative strategies and fostering collaboration, healthcare providers can deliver more patient-centered, holistic care that meets the complex needs of seriously ill patients within an aging population undergoing hemodialysis.

Converged eXpected Effects of Ai,Metaverse, and Rehabilitation Exercise to Prevent MCI in Home-Based Seniors. (재가노인의 MCI예방을 위한 AI,메타버스와 재활운동 융합적 기대효과)

  • Myung-Mi Kim
    • The Journal of the Korea institute of electronic communication sciences
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    • v.19 no.4
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    • pp.733-740
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    • 2024
  • The purpose of this study is to activate rehabilitation exercises to prevent MCI (mild cognitive impairment) in the elderly at home. Through the convergence of AI and rehabilitation exercise, we will be able to provide integrated services of medical care and rehabilitation exercise that enable integrated health management by activating rehabilitation exercise linkage in medically vulnerable communities such as rural areas and establishing exercise data. To this end, as a convergence development plan for AI and rehabilitation exercise, interdisciplinary experts will participate to produce and distribute game and rehabilitation exercise instruction manuals by type to improve cognitive function and musculoskeletal function, and systematize rehabilitation exercise programs needed for the elderly at home. The development, operation, and education of physical fitness assessment manuals can be expanded and will be of great help in early prevention of dementia.

Analysis of factors related to the use of Korean medicine treatment in adults with anxious mood : Based on the Korea Health Panel Annual Data 2019 (불안이 있는 성인에서 한방치료 이용과 관련된 요인분석 : 제2기 한국의료패널 자료를 중심으로)

  • Tae-Hyeon Lee;Ilsu Park;Chan-Youn Kwon
    • Journal of Society of Preventive Korean Medicine
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    • v.28 no.2
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    • pp.99-111
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    • 2024
  • Objectives : Anxiety is an important mental health symptom associated with healthcare utilization. This research aims to identify the demographic, socio-economic, and health-related factors associated with the use of Korean medicine (KM) treatments in adults experiencing anxiety. Methods : We conducted a cross-sectional analysis using the Korea Health Panel Annual Data 2019. Logistic regression models were employed to examine the relationships between KM utilization and various factors such as economic activity, perceived stress levels, and presence of physical discomfort. The study sample included 552 adults experiencing anxiety. Results : Among the subjects, 19.20% were using both conventional treatment and KM treatment. The analysis revealed that individuals engaged in economic activities were more likely to use KM treatments compared to those who were not (odds ratio [OR] = 2.207, 95% confidential interval [CI] = 1.316 to 3.699). Additionally, individuals reporting high levels of pain or discomfort showed a significantly higher likelihood of using both KM and conventional medical services (OR = 2.933, 95% CI = 1.645 to 5.231). Musculoskeletal conditions were the most common reason for KM utilization among the study participants. Conclusion : The findings suggest that economic activity and the severity of physical discomfort significantly influence the use of KM treatments among adults with anxiety. These insights could inform healthcare policy and the integration of KM services into broader health management strategies for anxiety.

A Comparative Study on the Curriculum of Nursing Education in America and Korea (한.미 간호 교육과정의 비교 연구 -간호대학과정을 중심으로-)

  • 김정자
    • Journal of Korean Academy of Nursing
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    • v.7 no.2
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    • pp.60-82
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    • 1977
  • The purpose of this study is first, to analyse the present nursing education and the curriculum in Korea in view of the changes and the new tendency of nursing education and second, to compare our curriculum with that of America, where nursing activities are actively earring on and, third, to try to find out what we should reconsider and improve in our nursing education. The object of this study is the educational program and the curriculum from 1973 to 1976 by selecting each five from colleges and department of nursing in Korea and America. The results of the study were as fellows : . 1. The aim of nursing education puts impassion the role of leader, knowledge and technology of nursing, welfare of society and service of community in both the America and Korea. In Korea nursing is mainly restricted to the treatment of diseases, while in the America the items of the aim of nursing are mainly extended to the capacity for Self- realization of nurse, in Korea they are restricted to the treatment of diseases. 2. In Korea the rate of credit of the curriculum of nursing education is the highest in professional education, next in general education, next in supporting science and educational subject, while in America the rate of the credit is the highest in general education, next professional education and then supporting Science and educational subject isn′t included in the curriculum. 3. In both Korea and America the role of the animal credit allotment in general education, is the highest in the first year and the rate in supporting science is the highest in the second year. In Korea professional subjects are concentrated in the third year while in America there is a tendency that they are increasing in number in the grade order. 4. There is a tendency that the rate of the credit allotment of the main professional subjects in curriculum is higher in Korea than in America : that is, in Korea the rate of the allotment of the credit is the highest in medical - surgical nursing, next maternal - child nursing, next community - health nursing and the psychiatric nursing and there in a great difference in the rate of the allotment of each credit. While in America the rate of the allotment of the credit is the highest in community - health nursing, next in medical- surgical nursing, next in maternal - child nursing, and then in psychiatric nursing and there is little difference in the rate of tile allotment of each credit. 5. From general education, supporting science and professional education, they have considered the continuity and sequence in the structure of nursing curriculum of Korea and America. While in Korea we have partly made integration in tile content of the subjects. Most of the school in America, they have made integration in the content of subjects especially in all subjects, but in Korea we haven't made it in all subjects. 6. In the system and form of nursing education Problem solving method, Dialectical method and operational method are introduced in some America schools and in others there is a tendency that the whole nursing education has the system based on Preventive frame - work or Health -illness frame work ; while only one college has an attempt for Health - Illness continue in Korea. 7. In Korea nursing education, as the importance of health- nursing and team nursing, the aim which is also comparatively emphasized is about health management and service of collective community. The subject pertaining to the aim is the studies of community health nursing, which are more in number in America. 8. When we consider the association between the social, general aims ?f the nursing education and the formation of the curriculum in Korean nursing school the courses of study concerning "the role of leadership and cooperative personal relation": "nursing care for the group": dynamic nursing care": and "the system of the public health nursing associated with the understanding of the regional community" are insufficient as compared with those of America. Especially, the lack of the behavioral science including the nursing care connected with the care for the group, the basic science on the clinical and developmental psychology, anthropology in known to be a prominent issue.

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A Study on Correlation of Sensory Processing ability With Feeding of Preterm Infants and Toddlers (조산으로 출생한 영유아의 감각처리능력과 섭식의 상관관계)

  • Kim, Mi-Su;Kim, Kyeong-Mi;Chang, Moon-Young;Hong, Eunkyoung
    • The Journal of Korean Academy of Sensory Integration
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    • v.17 no.2
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    • pp.31-40
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    • 2019
  • Purpose : The purpose of this study was to compare the difference between preterm infants and toddlers (PT) and full-term infant and toddler (FT) of sensory processing ability, feeding as well as investigate the correlation of sensory processing ability with feeding of preterm infants and toddlers. Methods : The subjects of a study were 107 including 51 PT and 56 FT. Infant/Toddler Sensory Profile 2 (ITSP 2) was used to assess sensory processing ability. The Behavioral Pediatrics Feeding Assessment (BPFAS) was used to assess feeding behavior. The collected data were analyzed by using SPSS 21.0. Independent sample t-test was used in order to compare the difference between PT group and FT group. Pearson correlation analysis was used in order to investigate the correlation of sensory processing ability with feeding of preterm infants and toddlers. Results : There was a significant difference in sensory sensitivity and oral sensory processing between with PT group and FT group (p<0.05). There was a significant difference in feeding behavior between with PT group and FT group (p<.05). In PT group, there are positive correlations of sensory avoidance (r=.443) and sensory sensitivity (r=.374) with feeding frequency. General behavior (r=.390) and oral sensory processing (r=.513) showed a positive correlation with feeding frequency. In addition, oral sensory processing (r=.529) showed a positive correlation with feeding problem. Conclusion : It is proved that the interrelationship of sensory processing ability with feeding and of preterm infants and toddlers. And it is meaningful to recognize significance of sensory processing characteristics to comprehend feeding and of preterm infants and toddlers.

A Meta-analysis on the Association between Chronic Noise Exposure and Blood Pressure (만성적 소음노출과 혈압의 상관성에 관한 메타분석)

  • Kim, Chun-Bae;Kim, Jai-Young;Cha, Bong-Suk;Choi, Hong-Ryul;Lee, Jong-Tae;Nam, Chung-Mo;Lee, Sang-Yun;Wang, Seung-Jun;Park, Kee-Ho;Kim, Dae-Youl;Koh, Sang-Baek
    • Journal of Preventive Medicine and Public Health
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    • v.33 no.3
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    • pp.343-348
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    • 2000
  • Objectives : This study was conducted to integrate the results of studies assessing the association between chronic noise exposure and blood pressure. Methods : Using a MEDLINE search with noise exposure, blood pressure and hypertension as key words, we retrieved articles from the literature that were published from 1980 to December 1999. The criteria for quality evaluation were as follows: 1) the study subjects must have been workers employed at a high noise level area 2) The paper should use average and cumulative noise exposure as method for exposure evaluation. 3) Blood pressure in each article should be reported in a continuous scale Among the 77 retrieved articles, six studies were selected for quantitative meta-analysis. Before the integration of the regression coefficients for the association between blood pressure and noise level, homogeneity tests were conducted. Results : All studies were a cross-sectional design and the study subjects were industrial workers. Five papers used a time-weighted average for noise exposure and only one paper calculated the cumulative noise exposure level. The measurement of blood pressure in the majority of studios were accomplished in a resting stale, and used an average of two or more readings. The homogeneity of studies was rejected in a fixed effect model, so we used the results in a random effect model. The results of the quantitative meta-analysis, the weighted regression coefficient of noise associated with systolic blood pressure and diastolic blood pressure were 0.05 (95% confidence interval [CI]: -0.03, 0.13) and 0.06 (95% CI: -0.01, 0.13), respectively. Conclusions : Our results suggested that chronic exposure to industrial noise does not cause elevated blood pressure.

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Stress and Coping in Parents of Cerebral Palsy Children (뇌성마비아 부모의 스트레스와 대처방안에 대한 연구)

  • Song Young-Hwa
    • The Journal of Korean Physical Therapy
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    • v.6 no.1
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    • pp.49-60
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    • 1994
  • Stress is experienced when a person tries to maintain stability in the face of life change but is not able to meet the adaptive demands of change. This can be especially true for the parents who has a cerebral palsy childs who needs long term rare, where parents, are the primary source of care and responsibility. Successful coping leads to maintenance of the parents role and this has an effect on the health status of the child. This descriptive study was attempted to identify stress factors, levels and helpful coping patterns for parents who must take care of cerebral palsy children. Data were collected from 43 subjects who were parents of children diagnosed with cerebral palsy The informations gathered from March 25, 1994 to April 14, 1994 by means of structured questionnaires were analyzed. Two instruments were used to collect the data 1) Lee's stress questionnaire consisted of 33 stress factors and measured by four point Likert scale. 2) Modified Chronic Health Inventory for parents: The modified CHIP included 43 items of coping methods with four point Likert scale. The results of this study were as follows: 1) Stress items could have a maximum score of three points, for a total possible score of 132 points. The mean score for the total was 92.02 points. The item mean score was 2.85 points showing that the parents were experiencing moderate to much stress. 2) The items with the highest stress items were 16 items. The stress items with the lowest mean scores were 10 items. 3) Of the stress categories: The highest stress category was related to changes in the illness status of the child and difficulty in taking rare of the child. The second stressful category was related to the prognosis of the child's condition. The least stress was noticed to social-personal relationships and the responsibility of the care givers. 4) Items measuring coping in the parents had a maximum score of three points each with a total possible roping score of 172 points. The mean score for the total was 103,9 paints. The item mean score was 2.42 points indicating that there were responses of little helpful to moderately helpful on each coping pattern. 5) The most helpful coping items were 7 items. The least helpful coping items were 2 items. 6) Effectiveness of the coping for each patterns was examined : Understanding the illness condition from communication with parents of children with the same condition and consultation with the medical team was the most helpful coping pattern. Family's coorperation and integration and optimism were a moderately helpful coping pattern. Social support psychological stability and self esteem were the least helpful toping pattern. In conclusion, the highest stress for parents of children with cerebropalsy was found to be very stressful changes in the illness of the child and to taking care of a child who is suffering. The parents were helped by the coping methods using understanding of the illness condition through consultation with the medical learn and communication with parents in the same situation. Based on the knowledge, care could develop intervention strategies appropriate for them, help them to develop their effective coping patterns, and give support them in the process of coping with their stress.

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Trends of Korean Medicine Treatment after Musculoskeletal Disorder Surgery: A Literatural Review (근골격계 질환 수술 후 한방치료 동향(국내 학술지를 중심으로))

  • Lee, Kang-Joon;Park, Chang-Hyun;Lee, Yoon-Jae;Lee, Jung-Han;Cho, Jae-Heung;Park, Tae-Yong;Yang, Na-Rae;Hwang, Eui-Hyoung;Song, Yun-Kyung
    • Journal of Korean Medicine Rehabilitation
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    • v.27 no.3
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    • pp.61-70
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    • 2017
  • Objectives The purpose of this review is to analyse the trend in papers related with Korean Medicine Treatment after musculoskeletal disorder surgery. Methods We reviewed Korean Medicine papers by searching Korean web databases 'Korea Traditional Knowledge Portal', 'Scientific and Technological Information Integration Service (NDSL)', 'Academic Research Information Service (RISS)', 'Korea Medical Informati on Portal (OASIS)'. We classified the papers by the year of publishment, the title of journals, the type of study, surgery region, chief complain after surgery, main treatment, periods after surgery, assessment for outcomes. Results 1. Korean Medicine treatment after musculoskeletal disorder surgery has received more attention than in the past and there are attempts to do various studies besides the case reports. 2. 41 research papers were divided in to 3 original articles, 3 review articles, 35 case reports. But almost presented a low level of evidence. 3. Pain was the most common symptom after the musculoskeletal disorder surgery. Pain should be the primary goal of Korean rehabilitation treatment after musculoskeletal disorder surgery. 4. Assessment tools for outcome were concentrated in questionnaries, VAS and NRS. In order to evaluate better, it is necessary to evaluate the overall condition of the patient such as the quality of life evaluation and patient satisfaction. Conclusions In this study, we expect that the development and clinical application of Korean rehabilitation treatment program after musculoskeletal disorder surgery will be actively pursued.