• Title/Summary/Keyword: Medical professionals

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Automatic Electronic Medical Record Generation System using Speech Recognition and Natural Language Processing Deep Learning (음성인식과 자연어 처리 딥러닝을 통한 전자의무기록자동 생성 시스템)

  • Hyeon-kon Son;Gi-hwan Ryu
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.3
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    • pp.731-736
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    • 2023
  • Recently, the medical field has been applying mandatory Electronic Medical Records (EMRs) and Electronic Health Records (EHRs) systems that computerize and manage medical records, and distributing them throughout the entire medical industry to utilize patients' past medical records for additional medical procedures. However, the conversations between medical professionals and patients that occur during general medical consultations and counseling sessions are not separately recorded or stored, so additional important patient information cannot be efficiently utilized. Therefore, we propose an electronic medical record system that uses speech recognition and natural language processing deep learning to store conversations between medical professionals and patients in text form, automatically extracts and summarizes important medical consultation information, and generates electronic medical records. The system acquires text information through the recognition process of medical professionals and patients' medical consultation content. The acquired text is then divided into multiple sentences, and the importance of multiple keywords included in the generated sentences is calculated. Based on the calculated importance, the system ranks multiple sentences and summarizes them to create the final electronic medical record data. The proposed system's performance is verified to be excellent through quantitative analysis.

Reflection on the Experience of Medical Professionalism Education at Yonsei University College of Medicine (연세대학교 의과대학 의학전문직업성 교육 경험의 반성적 고찰)

  • An, Shinki;Bu, Sunghee
    • Korean Medical Education Review
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    • v.14 no.1
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    • pp.25-36
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    • 2012
  • For decades medical educators have continually emphasized medical professionalism, which is reflective response to the challenges of a rapidly changing medical environment. This study aimed to review the experience of implementing medical professionalism education at Yonsei University College of Medicine (YUCM). YUCM introduced a new curriculum in 2004 designed by Curriculum Development Project 2004 (CDP2004), a project that was launched in 2001. CDP2004 reorganized lectures as organ-based integrated lectures, introduced an introductory course for clinical medicine and medical humanities courses for premedical and medical students. Problem-based learning (PBL), elective courses, and self-study sessions in the afternoon were implemented in order to equip students with a self-directed learning attitude as medical professionals. Professors were asked by the CDP2004 curriculum to spend more time on student education and to adopt new teaching methods. Experiences of the CDP2004 curriculum reveals 1) difficulty of motivating professors to be PBL tutors 2) students' dissatisfaction with the medical humanities course (major critique was that the course was impractical and unrealistic), and 3) students' optimistic understanding about their future role as medical professionals in influencing and helping people in spite of their perception of the general medical environment not as promising. To foster professionalism, the following are necessary in our experiences: 1) faculty development of medical humanities and medical professionalism, 2) establishment of an environment throughout the whole institution to support medical professionalism education and to integrate the concept into praxis, 3) emphasis on the fact that medical professionalism education is not contradictory to biophysical medical education.

Aesthetic outcomes after surgical repair of pectus excavatum in females: Differences between patients and professional evaluators

  • Wachter, Tanja;Frari, Barbara Del;Edlinger, Michael;Morandi, Evi Maria;Mayerl, Christina;Verstappen, Ralph;Celep, Emre;Djedovic, Gabriel;Kinzl, Johann;Schwabegger, Anton Herbert;Wolfram, Dolores
    • Archives of Plastic Surgery
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    • v.47 no.2
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    • pp.126-134
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    • 2020
  • Background Pectus excavatum is less common in females than in males, and it often aggravates a coexistent breast asymmetry. We conducted a study comparing female patients' versus medical professionals' evaluation of pectus excavatum repair to assess differences in aesthetic outcome ratings. Moreover, we evaluated the influence of surgical correction on patients' self-perception. Methods Of 30 female patients who were initially screened, 18 patients (mean age, 20 years) who underwent bar removal after surgical correction of pectus excavatum deformity participated in the survey (60%). They completed a questionnaire rating their appearance before and after surgery and responded to a psychological questionnaire about the changes that they had experienced. The mean interval between pectus bar removal and evaluation was 28 months. Standardized preoperative and postoperative patient photographs were evaluated using the same questionnaire by a panel of medical professionals and students (n=24) and the results were compared. Results Patients rated their preoperative deformity as more severe than the other evaluators, revealing the significant impact of the deformity on patients' self-perception. Postoperatively, patient and professional evaluations were much better than before and were very similar. The psychological evaluation showed a clear improvement in well-being. The ratings of the medical professionals were not influenced by their degree of medical education. Conclusions Surgical correction of pectus excavatum in female patients positively influences body perception and psychological well-being. It should therefore not be considered as a merely aesthetic correction, but as an important procedure to restore a patient's self-perception.

Comparison of Pharmacist and other Healthcare Professionals License Examination in Korea (국내 약사 및 의료인면허 국가시험 제도 비교)

  • Yoo, Bong Kyu
    • Korean Journal of Clinical Pharmacy
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    • v.23 no.1
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    • pp.71-76
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    • 2013
  • Background (Purpose): The objective of this study was to investigate regulations on pharmacist and other healthcare professional license examination in Korea. Specific aim was focused on the implementation of new regulatory system governing pharmacist license examination particularly on naming of the subjects, method of the examination, and discrimination of pass or fail. Method: Laws and regulations of Korea on the examination system were retrieved from sources posted in Ministry of Government Legislation. Results: Two major regulatory differences were found between pharmacist and other healthcare professionals license examination systems. Firstly, the regulation on pharmacist license examination was ruled by the enforcement ordinance of parent law (Pharmacy Law) while it was ruled by enforcement regulation of parent law (Medical Law). Secondly, minimum grade requirement for pharmacist and other healthcare professionals was differently set up: 40% for each single subject in pharmacist and average of 40% for each group of several subjects in other healthcare professionals. Conclusion: Since pharmacist profession has drastically changed from drug-makers to drug-users during the recent decades, it is desirable to have the regulations on pharmacist license examination system amended in harmony with other laws and regulations of Korea and other major developed countries. Two-step examination for pharmacist license appears worthwhile to implement for balancing the two key functions of the pharmacist being drug-makers and drug-users.

A Study on Irresistible Medical Accidents Victims Relief System in the Perspective of Public Law (불가항력적 의료사고에 대한 국가보상의 공법적 검토)

  • Lee, Ho-Yong
    • The Korean Society of Law and Medicine
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    • v.11 no.1
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    • pp.59-84
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    • 2010
  • Medical practice is characterized by various physiological response and uncapacity of prediction, therefore when medical accident occur it's hard to prove medical professionals' mistake. Though medical accident by medical professionals' mistake will be compensated anyhow, about irresistible medical accidents, no one should be not bound to compensate, victims get into very difficult situation. So, the nation don't negligent irresistible medical accidents but compensate anyway. As in the past, to the legal principle's constitution of irresistible medical accidents, theory of liability without fault was adapted, and it was said this theory was illogical in theory of liability with fault. But the subject of compensation to irresistible medical accidents is nation, nation don't participate in medical treatment therefore there is no room to occur mistake. And it is not reasonable to regard medical agency as a truster of public service, to cast to it responsibility of medical accidents. The problem of compensation to irresistible medical accidents is understood under the theory of social compensation. Social compensation is consisted of compensation to sacrifice and contribution to nation and society and compensation to sacrifice revealed under danger, the compensation to irresistible medical accidents belongs to the latter. This is near to concept of relief, is applied to national compensation system supplementarily, and compensation have no option but to compensate minimum. And there are not relation between national compensation system of irresistible medical accidents and proof liability transposition and theory of liability with out fault, merely in side of sharing responsibility burden between medical treater and victim, it is reasonable to discuss transportation of proof liability and compulsive liability insurance together.

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A Comparative Study of the Future Demand for Medical Rehabilitation Services by Rehabilitation Professionals (의료재활 서비스 수요전망 및 인력수급에 관한 재활인력간 응답특성)

  • Kwon, Hyuk-Cheol;Kim, Jong-Kab
    • Physical Therapy Korea
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    • v.3 no.2
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    • pp.8-18
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    • 1996
  • Korea will soon experience a high demand for medical rehabilitation specialists, if it tries to deliver advanced health welfare service. In order to medical rehabilitation manpower policies, this study attempts to analyse, estimate and plan a long-term supply for physiatrists, physical therapists, and occupational therapists. The study analysed both national and foreign statistical data of manpower supply for medical rehabilitation specialists. A structured category of questionnaire was developed to survey the opinions of regarding the supply for rehabilitation specialists in Korea. Based on the above data, the demand of and supply for each specialists were estimated for long term up to the year 2030. Based on the comparative analysis results of the future demand and supply, the author intended to develop a new supply plan for the three specialist categories. The major findings of the supply plan are as follows : First, the replied proper mean ratios of rehabilitation professionals(physiatrists : physical therapists occupational therapists) appeared 1 : 5.93 : 3.59, and there is no significant difference between interprofessionals (p>0.05). Secons, the estimated demand for rehabilitation services by interprofessionals appeared significant difference among the interprofessionals (p<0.05).

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Knowledge and Attitude toward Cancer Pain Management: Clinical Nurses Versus Doctors (간호사와 의사의 암성 통증관리에 대한 지식과 태도)

  • Jun, Myung-Hee;Gong, Sung-Hwa;Lee, Seon-Hee;Kim, Yeon-Hee;Choi, Jin-Sun;Park, Kyeong-Soon
    • The Journal of Korean Academic Society of Nursing Education
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    • v.12 no.1
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    • pp.115-123
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    • 2006
  • Purpose: This study is purposed to provide basic data needed in constructing the educational contents about cancer pain management for the health care professionals. Methods: This study surveyed the degree of knowledge in cancer pain management of clinical nurses and doctors. Subjects were clinical 143 nurses and 88 doctors in 3 cities. The tool used are 32-item scale for evaluation of health care professionals' knowledge modified by Kim(1997), which was originally developed by McCaffery and Ferrel(1995). Results: The level of the health care professionals' knowledge about and attitude toward pain management were insufficient. The level of the doctors' knowledge and attitude showed higher score than those of the nurses'. The knowledge of health professional who were not hesitated to administrate analgesia was showed more higher than who were hesitated to do. Conclusion: Nurses need more knowledge and effective attitude toward cancer pain management. Various and sufficient educational program about cancer pain management can be contribute to improve the nursing quality of cancer pain.

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