• Title/Summary/Keyword: medical treatment support system

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An empirical study on the sustainable modeling of the multidisciplinary care teams : focus on the chronic disease (만성질병에 있어 다원적 진료팀의 지속가능 모델개발에 관한 실증적 연구)

  • Yu, Byung-Nam
    • Journal of the Korea Safety Management & Science
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    • v.15 no.4
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    • pp.209-216
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    • 2013
  • By means of the model competition, this research analyzed the factor of patient management, the factor of policy support, and the factor of medical treatment system. Concretely, the factor of policy support forms a positive effects on the factor of medical treatment system. Practically, well-established healthcare policy provide and facilitate the effective medical treatment system. of the hospital. And, in the effective medical treatment system, hospitals try to develop the patient management of the chronic disease. From the empirical research, this paper concluded that the factor of medical treatment system. mediated by the factor of policy support. Also, the factor of medical treatment system promotes the development of patient management in the chronic disease.

Constructing a Standard Clinical Big Database for Kidney Cancer and Development of Machine Learning Based Treatment Decision Support Systems (신장암 표준임상빅데이터 구축 및 머신러닝 기반 치료결정지원시스템 개발)

  • Song, Won Hoon;Park, Meeyoung
    • Journal of the Korean Society of Industry Convergence
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    • v.25 no.6_2
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    • pp.1083-1090
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    • 2022
  • Since renal cell carcinoma(RCC) has various examination and treatment methods according to clinical stage and histopathological characteristics, it is required to determine accurate and efficient treatment methods in the clinical field. However, the process of collecting and processing RCC medical data is difficult and complex, so there is currently no AI-based clinical decision support system for RCC treatments worldwide. In this study, we propose a clinical decision support system that helps clinicians decide on a precision treatment to each patient. RCC standard big database is built by collecting structured and unstructured data from the standard common data model and electronic medical information system. Based on this, various machine learning classification algorithms are applied to support a better clinical decision making.

Development of process-centric clinical decision support system (프로세스 중심의 진료의사결정 지원 시스템 구축)

  • Min, Yeong-Bin;Kim, Dong-Soo;Kang, Suk-Ho
    • IE interfaces
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    • v.20 no.4
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    • pp.488-497
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    • 2007
  • In order to provide appropriate decision supports in medical domain, it is required that clinical knowledge should be implemented in a computable form and integrated with hospital information systems. Healthcare organizations are increasingly adopting tools that provide decision support functions to improve patient outcomes and reduce medical errors. This paper proposes a process centric clinical decision support system based on medical knowledge. The proposed system consists of three major parts - CPG (Clinical Practice Guideline) repository, service pool, and decision support module. The decision support module interprets knowledge base generated by the CPG and service part and then generates a personalized and patient centered clinical process satisfying specific requirements of an individual patient during the entire treatment in hospitals. The proposed system helps health professionals to select appropriate clinical procedures according to the circumstances of each patient resulting in improving the quality of care and reducing medical errors.

Knowledge Based Recommender System for Disease Diagnostic and Treatment Using Adaptive Fuzzy-Blocks

  • Navin K.;Mukesh Krishnan M. B.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.18 no.2
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    • pp.284-310
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    • 2024
  • Identifying clinical pathways for disease diagnosis and treatment process recommendations are seriously decision-intensive tasks for health care practitioners. It requires them to rely on their expertise and experience to analyze various categories of health parameters from a health record to arrive at a decision in order to provide an accurate diagnosis and treatment recommendations to the end user (patient). Technological adaptation in the area of medical diagnosis using AI is dispensable; using expert systems to assist health care practitioners in decision-making is becoming increasingly popular. Our work architects a novel knowledge-based recommender system model, an expert system that can bring adaptability and transparency in usage, provide in-depth analysis of a patient's medical record, and prescribe diagnostic results and treatment process recommendations to them. The proposed system uses a set of parallel discrete fuzzy rule-based classifier systems, with each of them providing recommended sub-outcomes of discrete medical conditions. A novel knowledge-based combiner unit extracts significant relationships between the sub-outcomes of discrete fuzzy rule-based classifier systems to provide holistic outcomes and solutions for clinical decision support. The work establishes a model to address disease diagnosis and treatment recommendations for primary lung disease issues. In this paper, we provide some samples to demonstrate the usage of the system, and the results from the system show excellent correlation with expert assessments.

Korean Medical Doctors' Perception Survey Regarding the Establishment of an Oriental Medicine Support System for Sexual Violence Victims (성폭력 피해자 한의의료지원시스템 구축을 위한 한의계 인식 조사연구)

  • Kim, Jae-won;Cho, You-kyung
    • The Journal of Internal Korean Medicine
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    • v.40 no.6
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    • pp.1179-1192
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    • 2019
  • Objectives: The purpose of this study was to prepare basic data to build an Oriental medicine support system for sexual violence victims through a survey on perceptions of Korean medical doctors about sexual violence. Methods: From 18 September 2019 to 24 September 2019, the online survey was conducted by both Korean medical doctors and students of the Korean Medical College. Thereafter, a quantitative statistical analysis was conducted on data from a total of 1,011 respondents, including 749 doctors and 262 students. Results and Conclusions: Many of the doctors and the students who answered were not fully aware of public services and legal systems related to sexual violence. Most Korean doctors had very little experience in treating victims of sexual violence. Most respondents thought that the number of designated Oriental medicine institutions for sexual violence victims should increase, and related education and Oriental medicine manuals would be essential. Most respondents said that information about trauma treatment would be essential. In addition, the Korean medicine group showed overall good scores in the perception of sexual violence. However, there were statistically significant differences in perception between males and female, and among age groups. We hope that this study could be used as basic data for establishing an Oriental medicine support system for sexual violence victims.

Integrated Medical Information System Implementation for the u-Healthcare Service Environment (u-Healthcare 서비스 환경에서의 통합의료정보시스템 구축방안 연구)

  • Sok, Yun-Young;Kim, Seok-Hun
    • The Journal of the Korea Contents Association
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    • v.14 no.5
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    • pp.1-7
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    • 2014
  • Nowadays hospitals have been improving their job performances through informatization and also establishing an advanced, integrated medical information system through their manager's decision making support system in order to play roles as a hub hospital providing high quality medical services integrated with ICT technology. This study connects the OCS system and HIS system to the integrated medical information system to design an optimized, customized mobile health care and medical treatment environment and also investigates the systematic medical system that can perform patients' cure and medical treatment promptly and accurately in order to maximize convenience of treatment by inquiring into patients' information and information of medical treatment promptly.

A Study on Design of Medical Advice Support System in Emergency using Agent System (에이전트를 활용한 응급의료지도 지원시스템 설계에 관한 연구)

  • Kim, Kyoung-Hwan
    • The Journal of Information Systems
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    • v.19 no.3
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    • pp.263-278
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    • 2010
  • Emergency Medical Service(EMS) requires a system that supports the communication between emergency medical technicians (EMT)s and the doctor in the emergency department. Because the rapid triage and on-site treatment of patients need doctor's medical advice. However, a system to assist the doctor assign for medical advice does not exist in Korea. This paper suggests a medical advice support system that focuses on appropriate doctor assign and real-time communication among the ambulance, the Emergency Medical Information Center (EMIC), and the doctor using an agent system. We expect that the system can help to solve the problems affecting prehospital EMS and improve its general quality.

Research on Current Execution of Customer Support Knowledge Management System of Medical Appliances Industry

  • Chung, Yi-Chan;Tsai, Chih-Hung;Tien, Shiaw-Wen;Lin, Lin-Yi
    • International Journal of Quality Innovation
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    • v.8 no.3
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    • pp.46-70
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    • 2007
  • Customer Support Knowledge of Customer Support Organization is one of the important assets of enterprises and "Customer Support Knowledge Management" is also the critical aspect of Business Knowledge Management; however, the attributes of Customer Support Knowledge are complicated, diverse, renewed rapidly and difficult to be managed. Thus, in order to design a successful Customer Support Knowledge Management System, apart from the consideration of "human" and "information technology" aspects, the concerns of attributes and Customer Support Knowledge and industry characteristics should be involved for meeting the requirements of Customer Support Organization and allowing the organization to acquire the competitive advantage of "Differentiation Service". This research used the "Customer Support Knowledge Management System" in a high-tech industry as an example and treated the end users of medical instruments in different types of hospitals in Taiwan which have received the support service of our company in recent six months as the population. The end users were mostly the nursing executives or ultrasonic wave technical personnel in intensive care unit and they had similar educational background and incomes and adopted the medical instruments such as physical supervision system, ultrasonic wave system, heart start or ECG machine produced by our company; the research method was to randomly treat the investigation results of the telephone customers' satisfaction from respective 30 end users in the population three months before and after this system execution as the samples and use hypotheses to validate if the end users' customer satisfaction significantly improved in terms of "Remote Support," "On-site Support," "Service Turn Around time," "Technical Competence" and "Manner" in order to understand the influence and managerial significance of execution of "Customer Support Knowledge Management System" on Customer Support Organization.

A Study on the Effects of the Service Quality of Hospital's Decision Support System on Management Performance : the Case of K-University Hospital (병원 의사결정지원시스템의 서비스 품질이 경영성과에 미치는 영향 : K대병원 사례 중심으로)

  • Park, Jin Hee;Kwon, Do Soon;Lee, Miyoung
    • Journal of Information Technology Applications and Management
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    • v.21 no.2
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    • pp.81-98
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    • 2014
  • Recently, due to external environment like the changes in health policy and various healthcare accreditations, along with hospital's internal efforts to improve the quality of medical services, demands for the development of medical information systems are increasing. Some examples are clinical information like DUR (Drug Utilization Review), CVR (Critical Value Report), and automatic benefit processing by treatment purposes, or hospital DSS (Decision Support System) on overall medical practice. Such systems act as a guide in making clinic judgments during practice or in other medical practice, and their effects on the medical treatment improvements are being proven by previous studies. In the reality of increasing attention in the effects of medical treatment improvement, studies related to hospital DDS were mostly focused on clinical, technical, and engineering points of view, and studies focusing on the user viewpoint are very limited. In order to verify the effects of DSS on practice improvements and hospital's management performance, this study used a research model constructed to verify how SERVQUAL of hospital DSS affects hospital management performance in BSC (Balanced Score Card) point of view. To empirically verify the research model, a questionnaire was conducted on the basis of "K-University Hospital's DSS" on clinicians and hospital employees related to system development, and the relationships between the factors were analyzed through path analysis. As a result of path analysis, excluding reactivity, tangibility, confidence, reliability, empathy among service qualities, had partially significant effects on management performance factors (learning and growth, internal process, financial affairs). This study is to prepare the theoretical ground on the management performance analysis of hospital DSS, and suggest the service quality of the system that should be considered in the planning and development stages for improved system.

The Problems of Cooperative Medical System of Oriental and Western Medicine and Their Solutions (한.양방 협진의 실태 및 문제점과 나아가야 할 방향)

  • Lee, Won-Chul
    • The Journal of Korean Medicine
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    • v.20 no.2
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    • pp.3-11
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    • 1999
  • The Korean system of health and medical care has been organized with both Oriental and Western medical sciences. To get complete clinical treatment results is not possible with only one-sided medical care, therefore we need to formulate an interdisciplinary plan for better health care, that is to say our ultimate purpose is the cooperative medical care for the promotion of social welfare and health. Hereupon, I made a searching inquiry into the present condition of cooperative medical care and its problems and also took a consideration into the medical state of other countries like China. Japan and North Korea where the Oriental medical care is used. The results of this investigation are as follows. There are some problems in both Oriental and Western(general) medical care, such as a lack of mutual confidence, a severance of interdisciplinary study, a shortage of professional human resources and so on. There also used to be problems of the system such as, the responsibility of medical care, the double charge for medical treatment, the governmental passive participation and policy, the private-oriented study system and so on. The solutions of these problems are that the mutual understanding and coexistence between both Oriental and Western medical sciences should be preceded and the interdisciplinary study, identified terminology and cooperative medical specialists would be necessary. Furthermore, the government has to seek some policies and legislation for the cooperative medical system and needs to support the public research institutes and centers of the cooperative medical care. After all, we have to train the cooperative medical specialists for the mutual aid of both Oriental and Western medical sciences and the government also has to support it with some policies and legislation for the better medical care system.

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