• 한국임상약학회지
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• 제33권4호
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• pp.254-260
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• 2023

Background: Adherence to antiretroviral treatment (ART) is crucial for maintaining the HIV-RNA suppression in patients living with HIV/AIDS. This study aims to analyze the risk factors contributing to low medication adherence among individuals with HIV/AIDS by analyzing data from the Korean HIV/AIDS cohort study. Methods: The dependent variable is ART medication adherence. The depressive symptom and anxiety scores were collected as main independence variables. Covariates included gender, age, transmission route, alcohol and smoking information, and antiviral treatment regimen details. To predict the relationship between ordinal dependent variables and independent variables, an ordered logistic regression analysis was conducted, and odds ratios (OR) were calculated. Results: The results of the ordered logistic regression analysis showed that female was associated with a higher risk of low medication adherence (OR=2.91, 95% CI=1.08, 7.83). Among the subjects who were non-smokers and non-drinkers, the risk of low medication adherence was lower (OR=0.36, 95% CI=0.18, 0.70). Depending on the ART treatment group, individuals taking integrase inhibitor had a lower risk of medication adherence (OR=0.31, 95% CI=0.13, 0.76), and those experiencing depressive symptoms were related with a higher risk of low medication adherence (OR=1.97, 95% CI=1.12, 3.46). Conclusions: The encouragement and emotional support of healthcare professionals are essential for patients living with HIV/AIDS who experience depressive symptoms to maintain ART adherence. Additionally, further research is needed to ensure that HIV/AIDS infected female with concurrent depressive symptoms can achieve appropriate ART therapeutic effect.

• Korean Journal of Radiology
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• 제25권3호
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• pp.224-242
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• 2024

The emergence of Chat Generative Pre-trained Transformer (ChatGPT), a chatbot developed by OpenAI, has garnered interest in the application of generative artificial intelligence (AI) models in the medical field. This review summarizes different generative AI models and their potential applications in the field of medicine and explores the evolving landscape of Generative Adversarial Networks and diffusion models since the introduction of generative AI models. These models have made valuable contributions to the field of radiology. Furthermore, this review also explores the significance of synthetic data in addressing privacy concerns and augmenting data diversity and quality within the medical domain, in addition to emphasizing the role of inversion in the investigation of generative models and outlining an approach to replicate this process. We provide an overview of Large Language Models, such as GPTs and bidirectional encoder representations (BERTs), that focus on prominent representatives and discuss recent initiatives involving language-vision models in radiology, including innovative large language and vision assistant for biomedicine (LLaVa-Med), to illustrate their practical application. This comprehensive review offers insights into the wide-ranging applications of generative AI models in clinical research and emphasizes their transformative potential.

• 대한예방한의학회지
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• 제27권3호
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• pp.13-24
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• 2023

Objective : This study was aimed to reassess the scope of practice for medical personnel based on laws. Method : The law specifying the scope of practice for medical personnel has been selected searching Korean Law Information Center(https://www.law.gov.kr). The result was categorized as 'examination, diagnosis, treatment, procedure, prescription, and others'. Results : The laws related to medical procedures were divided into three categories: diagnosis, treatments, and public health and others. In the field of diagnosis, traditional Korean medicine practitioners are generally allowed to play a role. However, some laws specify that only medical doctors can be the primary authorities for diagnosing infectious diseases. In the area of treatments, particularly in emergency medical situations, only medical doctors or nurses are typically mentioned. There are debates in the field of public health and other areas concerning issues such as vaccination, disability diagnosis, and the qualifications for health center directors. A reevaluation is also needed for the Occupational Safety and Health Act, where only medical doctors are set as the personnel standard for workers' health examinations. Conclusion : To safeguard and promote the health of the citizens, there is a need for a clear definition of the licensure and scope of practice for healthcare professionals. Consistent interpretation of conflicting provisions among various laws and clear criteria for the term 'physician' in legal contexts are essential.

• 대한한의학회지
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• 제44권4호
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• pp.72-86
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• 2023

Objectives: The medical field is rapidly evolving with AI and digital technologies like AI-based X-ray analysis and digital therapeutics gaining approval. Telemedicine is becoming prominent, and medical schools are adapting by integrating AI education. Pusan National University leads a talent training project for AI in health. Korean Medicine is incorporating AI with diagnostic systems and chatbots. However, there's a lack of research on education awareness in Korean Medicine Colleges. The study aims to assess opinions on integrating AI, digital therapeutics, and DNA test into the Korean medicine college curriculum for improved education. Methods: We selected appropriate four specific areas: artificial intelligence in medicine, digital therapeutics, DNA test, and telemedicine. The questionnaire developed for this study underwent expert evaluation and was subsequently administered to registered KMDs of the Association of Korean Medicine, as well as students from 12 Korean Medicine universities. The survey was designed to analyze the awareness and perceived importance of the 4 areas. Results: Both KMDs and Korean medicine students exhibited comparable awareness levels across the four objectives. Notably, both groups identified a high educational necessity and importance of artificial intelligence in medicine for clinical settings. Statistically significant differences were observed between KMDs and students in their perspectives on the importance of telemedicine and DNA test in the Korean medicine field, the educational necessity of DNA test within Korean medicine universities, and the need for comprehension of regulations related to digital therapeutics. Conclusion: The survey of Korean medicine professionals and students underscores a strong understanding of key areas such as Telemedicine, medical AI, DNA test, and digital therapeutics. Medical AI is identified as crucial for future education. There's a consensus on the need for curriculum changes in Korean medicine schools, particularly in adapting to evolving healthcare trends. The focus should be on practical clinical application, with a call for additional research to better integrate student and practitioner perspectives in future curriculum reform discussions.

• Journal of Hospice and Palliative Care
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• 제27권2호
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• pp.64-76
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• 2024

Purpose: End-of-life (EOL) care is a vulnerable period in an individual's life. Healthcare professionals (HPs) strive to balance the preservation of human life with respect for the patient's wishes. The aims of our study were to assess HPs' knowledge and perceptions of EOL care and to propose areas of improvement to improve the quality of care. Methods: We conducted a single-center, cross-sectional study involving HPs from a university hospital who encountered EOL care situations. We used a questionnaire divided into four sections: knowledge, practice, perception, and training. We calculated the rate of correct answers and the collective competence index. Results: Eighty-six questionnaires were analyzed, with 82.5% (71/86) completed by medical respondents and 17.5% (15/86) by paramedical respondents. Most of the respondents, 71.8% (51/71), were interns and residents. The study focused on palliative care, medical assistance in dying, aggressive medical treatment, and euthanasia, finding adequate knowledge in the first three areas. Respondents assigned to the intensive care unit and those with more than 8 years of experience had significantly higher correct answer rates than their counterparts. Seventy-five percent of respondents (65/86) reported feeling that they had little or no mastery of EOL care, primarily attributing this to insufficient training and the unavailability of trainers. Conclusion: Based on the findings of our study, which we believe to be the first of its kind in Tunisia, we can conclude that HPs possess an acceptable level of knowledge regarding EOL care. However, they require more exposure and training to develop expertise in this area.

• Journal of Preventive Medicine and Public Health
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• 제57권3호
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• pp.197-211
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• 2024

Objectives: Recovery from drug addiction often poses challenges for the recovering person. The coping mechanisms employed by these individuals to resist temptations and manage stress play a key role in the healing process. This study was conducted to explore the coping strategies or techniques that individuals with addiction use to handle stress and temptation while undergoing treatment. Methods: A qualitative meta-synthesis approach was utilized to critically evaluate relevant qualitative research. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 guidelines were used for article selection, with these standards applied to 4 academic databases: Scopus, PubMed, ProQuest, and CINAHL. The present review included studies published between 2014 and 2023, selected based on pre-established inclusion criteria. The quality of the studies was assessed using the Critical Appraisal Skills Programme Qualitative Studies Checklist. This review was registered with the International Prospective Register of Systematic Reviews (PROSPERO) under the registration number CRD42024497789. Results: The analysis of 13 qualifying qualitative articles revealed 5 major themes illustrating the coping mechanisms employed in the pursuit of recovery by individuals who use drugs. These themes include seeking social support, as well as psychological coping strategies, spiritual experiences, professional interventions, and the enhancement of awareness. Conclusions: Among individuals with drug addiction, coping mechanisms are crucial for resisting stress and temptations throughout the recovery process. Healthcare professionals, as medical specialists, can establish more thorough and effective plans to support these patients on their path to recovery.

• 의료법학
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• 제13권1호
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• pp.199-247
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• 2012

According to the review and analysis of medical cases that are assigned to the Supreme Court and all local High Court in 2011 and that are presented in the media, it was found that the following categories were taken seriously, medical and pharmaceutical product liability, the third principle of trust between medical institutions, negligence and causation estimation, responsibility limit, the meaning of medical records and related judgment of disturbed substantiation, Oriental doctors' duties to explain the procedures, IMS events, whether one can claim for each medical care operated by non-physician health care institutions to the nonmedical domain in the National Health Insurance Corporation, and the basis of norms for each claim. In the cases related to medical pharmaceutical product liability, Supreme Court alleviated burden of proof for accidents with medical and pharmaceutical products prior to the practice of Product Liability Law and onset the point of negative prescription as the time of damage strikes to condition feasibility of the specific situation. In the cases related to the 3rd principle of trust between medical institutions, the Supreme Court refused to sentence the doctor who has trusted the judgment of the same third-party doctors the violations of the care duty. With respect to proof of a causal relationship and damages in a medical negligence case, the Supreme Court decided that it is unjust to deny negligence by the materials of causal relationship rejecting the original verdict and clarified that the causal relationship shall not deny the reasons to limit doctors' responsibilities. In order not put burden on patients with disadvantages in which medical records and the description of the practice or the most fundamental and important evidence to prove negligence and causation are being neglected, the Supreme Court admitted in the hospital's responsibility for the case of the neonate death of suffocation without properly listed fetal heart rate and uterine contraction monitor. On the other hand, the Seoul Western District Court has admitted alimony for altering and forging medical records. With respect to doctors' obligations to description, the Supreme Court decided that it is necessary to explain the foreseen risks by the combination of oriental and western medicines emphasizing the right of patient's self-determination. However, questions have arisen whether it is realistically feasible or not. In a case of an unlicensed doctor performing intramuscular stimulation treatment (IMS), the Supreme Court put off its decision if it was an unlicensed medical practice as to put limitation of eastern and western medical practices, but it declared that IMS practice was an acupuncture treatment therefore the plaintiff's conduct being an illegal act. In the future, clear judgment on this matter should be made. With respect to the claim of bills from non-physical health care institutions, the Supreme Court decided to void it for the implementation of the arrangement is contrary to the commitments made in the medical law and therefore, it is invalid to claim. In addition, contrast to the private healthcare professionals, who are subject to redemption according to the National Healthcare Insurance Law, the Seoul High Court explicitly confirmed that the non-professionals who receive the tort operating profit must return the unjust enrichment and have the liability for damages. As mentioned above, a relatively wide range of topics were discussed in medical field of 2011. In Korea's health care environment undergoing complex changes day by day, it is expected to see more diverse and in-depth discussions striding out to the development in the field of health care.

• Pediatric Infection and Vaccine
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• 제16권2호
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• pp.191-198
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• 2009

목 적: 만성 B형 간염 산모로부터 분만된 신생아에게 주산기 예방조치를 실시하면 모유수유는 권장되어져야한다. 그러나 실지로 국내에서는 높은 비율에서 산모들은 모유수유를 꺼리고 있다. 설문조사를 통하여 이 같은 현상이 초래되는 요인을 찾아보았다. 방 법: 질병관리본부가 주관하는 'B형간염수직감염예방사업'에 참여하여 등록된 만성 B형 간염 산모 중 보건소에서 혈액 채취를 위해 보건소를 방문하고 동의서에 서명을 얻은 경우를 대상으로 하였다. 검사 결과를 고지할 때 이들의 모유수유에 대한 인식을 조사하기 위하여 반송봉투와 함께 설문지를 발송하였다. 결 과: 설문지를 발송한 839명 중 주소 이전 등의 이유로 반송된 114명을 제외한 725명이 설문지를 모두 받았다고 가정할 때 응답율은 17% (125명)이었다. 응답자의 수유방법은 모유 65명(52%), 분유 60명(48%)이었다. 모유수유를 한 경우 가장 영향을 미쳤던 요인은 본인 및 가족의 결정 75%, 산부인과 의사 17%이었고, 분유수유를 한 경우는 산부인과 의사 57%, 본인의 결정 28%이었다. 모유수유와 주산기 예방조치 실패간의 관련성에 대한 인식은 '관련이 있다' 45%, '관련이 없다' 50%이었고, 관련이 있다고 했을 때의 관련 정도는 '어느 정도 관련이 있다'가 55%이었다. 모유수유를 한 경우 추후에 모유수유를 하겠다는 답변은 91%이었고, 분유수유를 하였지만 '모유수유가 주산기 예방조치 실패와 직접적인 관련이 없다'는 사실이 소개된다면 추후에는 모유수유를 선택하겠다는 경우가 78%이었다. 결 론: 모유수유가 B형 간염 주산기 예방조치의 실패와 직접적인 관련이 없음에도 불구하고 많은 숫자에서 모유수유를 하지 않고 있는데, 이러한 결정을 하게 된 경우의 대부분이 의료인에 의해서였다. 교육을 통한 의료인들의 개념전환과 국민홍보가 이루어져야할 것이다.

• 지능정보연구
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• 제28권1호
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• pp.155-174
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• 2022

2020년 1월부터 2021년 10월 현재까지 COVID-19(치명적인 호흡기 증후군인 코로나바이러스-2)와 관련된 학술 연구가 500,000편 이상 발표되었다. COVID-19와 관련된 논문의 수가 급격하게 증가함에 따라 의료 전문가와 정책 담당자들이 중요한 연구를 신속하게 찾는 것에 시간적·기술적 제약이 따르고 있다. 따라서 본 연구에서는 LDA와 Word2vec 알고리즘을 사용하여 방대한 문헌의 텍스트 자료로부터 유용한 정보를 추출하는 방안을 제시한다. COVID-19와 관련된 논문에서 검색하고자 하는 키워드와 관련된 논문을 추출하고, 이를 대상으로 세부 주제를 파악하였다. 자료는 Kaggle에 있는 CORD-19 데이터 세트를 활용하였는데, COVID-19 전염병에 대응하기 위해 주요 연구 그룹과 백악관이 준비한 무료 학술 자료로서 매주 자료가 업데이트되고 있다. 연구 방법은 크게 두 가지로 나뉜다. 먼저, 47,110편의 학술 논문의 초록을 대상으로 LDA 토픽 모델링과 Word2vec 연관어 분석을 수행한 후, 도출된 토픽 중 'vaccine'과 관련된 논문 4,555편, 'treatment'와 관련된 논문 5,791편을 추출한다. 두 번째로 추출된 논문을 대상으로 LDA, PCA 차원 축소 후 t-SNE 기법을 사용하여 비슷한 주제를 가진 논문을 군집화하고 산점도로 시각화하였다. 전체 논문을 대상으로 찾을 수 없었던 숨겨진 주제를 키워드에 따라 문헌을 분류하여 토픽 모델링을 수행한 결과 세부 주제를 찾을 수 있었다. 본 연구의 목표는 대량의 문헌에서 키워드를 입력하여 특정 정보에 대한 문헌을 분류할 수 있는 방안을 제시하는 것이다. 본 연구의 목표는 의료 전문가와 정책 담당자들의 소중한 시간과 노력을 줄이고, 신속하게 정보를 얻을 수 있는 방법을 제안하는 것이다. 학술 논문의 초록에서 COVID-19와 관련된 토픽을 발견하고, COVID-19에 대한 새로운 연구 방향을 탐구하도록 도움을 주는 기초자료로 활용될 것으로 기대한다.

• Tuberculosis and Respiratory Diseases
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• 제71권6호
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• pp.400-407
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• 2011

Background: There were a few studies which were conducted to know about the behavior of the chronic obstructive pulmonary diseases (COPD) patients. The aims of this study was to explore the behaviour of COPD patients, such as awareness and impact of disease, the pathway of visiting doctors, and the treatment pattern and preference. Methods: A face-to-face interview of 300 subjects with COPD was conducted. Results: The most concerned symptom which made the respondents to visit the hospital was 'breathlessness' (78%). Only 58% of them knew the exact diagnosis. Seventy-three percent of them visited the hospital 'once a month' or 'once every 2 month'. They have made 12.8 prescheduled visits to the hospital in the past 1 year. Unscheduled visits and hospital stay figured to two in the past year. Only 11% of respondents felt they were currently in good health. 'Severe' and 'very severe' COPD patients perceived their health to be in a worse condition than 'mild' and 'moderate' COPD patients. When conditions worsened, 42% of patients were hospitalized. The most common prescription treatment was a fixed combination of inhaled corticosteroids and long-acting ${\beta}2$ agonists (48%), followed by a long acting anticholinergics (38%). Conclusion: Over forty percent of the patients didn't know exactly about their condition. Most of them had a negative attitude toward their current health status. Doctors need to know more about COPD patients in terms of their attitude toward the disease, impact of the disease, interaction with healthcare professionals and treatment related problems.