• Title/Summary/Keyword: Patient management system

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Smart Emotion Management System based on multi-biosignal Analysis using Artificial Intelligence (인공지능을 활용한 다중 생체신호 분석 기반 스마트 감정 관리 시스템)

  • Noh, Ayoung;Kim, Youngjoon;Kim, Hyeong-Su;Kim, Won-Tae
    • Journal of IKEEE
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    • v.21 no.4
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    • pp.397-403
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    • 2017
  • In the modern society, psychological diseases and impulsive crimes due to stress are occurring. In order to reduce the stress, the existing treatment methods consisted of continuous visit counseling to determine the psychological state and prescribe medication or psychotherapy. Although this face-to-face counseling method is effective, it takes much time to determine the state of the patient, and there is a problem of treatment efficiency that is difficult to be continuously managed depending on the individual situation. In this paper, we propose an artificial intelligence emotion management system that emotions of user monitor in real time and induced to a table state. The system measures multiple bio-signals based on the PPG and the GSR sensors, preprocesses the data into appropriate data types, and classifies four typical emotional states such as pleasure, relax, sadness, and horror through the SVM algorithm. We verify that the emotion of the user is guided to a stable state by providing a real-time emotion management service when the classification result is judged to be a negative state such as sadness or fear through experiments.

Personal Health Record System for Efficient Monitoring of Cancer Therapy (효과적인 암환자 관리를 위한 개인건강기록 관리 시스템)

  • Song, Je-Min;Seo, Sung-Bo;Shin, Moon-Sun;Han, Hye-Sook;Park, Jeong-Seok;Ryu, Keun-Ho
    • Journal of Digital Convergence
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    • v.14 no.12
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    • pp.65-72
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    • 2016
  • Personal Health Record(PHR) service can be helpful to patients with diseases requiring strict everyday care and medical treatment, such as diabetes or cancer. In this paper, we propose a PHR system specialized in collecting and analyzing health record data of cancer patients, and present the process of how the system can improve the efficiency of cancer treatment process. Through the smart device application, cancer PHR system obtains daily PHR data which is highly related and critical to cancer therapy. The analysis report is provided to the medical staff with an available format suited for Electronic Medical Record used at medical institution. With the final result of PHR analysis which is easily merged with medical chart, most efficient Chemotherapy treatment can be provided for the patients. Also it is possible for the patients to give the information of side-effect and other pain experience during therapy to their doctors without loss of information. The proposed PHR system has the effect of improving the quality of patient care by allowing the medical staff to acquire the main objective data necessary for drug prescription and medical care benefits.

A study on the optimization of referring method about medical images using MIH(Medical Image History) (MIH(Medical Image History)을 이용한 의료영상조회의 최적화 연구)

  • Kim, Sun-Chil;Kim, Jung-Min
    • Journal of radiological science and technology
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    • v.25 no.2
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    • pp.57-64
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    • 2002
  • The recent development of embodiment technology of the medical images makes most medical institutions introduce PACS(Picture Archiving and Communication System) in haste. However lots of PACS solutions, currently developed and distributed, haven't been able to serve the convenience of users and to satisfy user's demand because of economic limitations and administrator-oriented considerations in the process of development. So we have developed MIH(Medical Image History), by which we can search and refer to the patient's medical images and information with few restrictions of time and space for diagnosis and treatment. This program will contribute to the improvement in the medical environment and meet the clients' need. We'll make more effort to develop the application which insures the better quality of medical images. MIH manages the patient's image files and medical records like film chart in connection with time. This trial will contribute to the reduction of the economical loss caused by unnecessary references and improve the quality in the medical services. The demand on the development or the program which refers to the medical +ata quickly and keeps them stable will be continued by the medical institute. This will satisfy the client's demand and improve the service to the patients in that tile program will be modified from the standpoint of the users. MIH is trying to keep user-oriented policy and to apply the benefit of the analog system to the digital environment. It is necessary to lead the public to the better understanding that the systematic management and referring of the medical images is as important as the quality of the images.

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Ringer's solution detector and transceiver design for efficient manage of patient (효율적인 환자관리를 위한 링거액 감지기 및 송수신기 설계)

  • Song, Je-Ho;Lee, In-Sang;Lee, You-Yub
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.9
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    • pp.45-50
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    • 2016
  • This paper reports a Ringer's solution detector and transceiver design for the efficient management of patients. The ringer's solution detection and transceiver consisted of the main control part, ringer's solution detection part, display and warning light part, wireless transceiver, and power supply part. The light receiving part of the ringer's solution detection part employed TSL260R-LF photodiode; light permeating part, Water-Clear type LED; and wireless transceiver part, the RF wireless data transceiver module, NR-FPCX. As a result of this Ringer's solution detector and transceiver design that can manage the patient efficiently, it was found that when the ringer's solution was detected by the double photodiode, the operating frequency was 11.95kHz; when it was not detected, the number was 9.6kHz. In the ringer's solution receiver, when the ringer's solution was detected, the number was 0. The corresponding unique RF code was displayed when not detected. The power used in the ringer's solution detection part was converted to the Sleep mode to operate under battery save mode. The ringer's solution transceiver can exchange wireless communication approximately within a 700m radius.

Medical Diagnosis Problem Solving Based on the Combination of Genetic Algorithms and Local Adaptive Operations (유전자 알고리즘 및 국소 적응 오퍼레이션 기반의 의료 진단 문제 자동화 기법 연구)

  • Lee, Ki-Kwang;Han, Chang-Hee
    • Journal of Intelligence and Information Systems
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    • v.14 no.2
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    • pp.193-206
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    • 2008
  • Medical diagnosis can be considered a classification task which classifies disease types from patient's condition data represented by a set of pre-defined attributes. This study proposes a hybrid genetic algorithm based classification method to develop classifiers for multidimensional pattern classification problems related with medical decision making. The classification problem can be solved by identifying separation boundaries which distinguish the various classes in the data pattern. The proposed method fits a finite number of regional agents to the data pattern by combining genetic algorithms and local adaptive operations. The local adaptive operations of an agent include expansion, avoidance and relocation, one of which is performed according to the agent's fitness value. The classifier system has been tested with well-known medical data sets from the UCI machine learning database, showing superior performance to other methods such as the nearest neighbor, decision tree, and neural networks.

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The Influences of Health Insurance on the Contents of Medical Services for Selected Hospitalized Patients (의료보험 실시가 입원환자의 진료내용에 미치는 영향 -한 병원의 정상분만산모와 충수절제술환자를 통한 사례연구-)

  • 박태진;문옥륜
    • Health Policy and Management
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    • v.3 no.2
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    • pp.130-158
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    • 1993
  • This study was written to discover the changes that may exist in the contents of medical services after introduction of health insurance system, and to identify the net-effect of health insurance system on medical services. Uncomplicated nornmal delivery and appendectomy patients were divided into 4 groups, the non-insured in pre-NHI periods(group A), the insured of health insurance for employees in pre-NHI periods(group B), the insured of regional health insurance for city residents in post-NHI periods(group C) and the insured of health insurance for employees in post-NHI periods(group D). The mehtod of matching was applied to control for major demographic differences among these 4 groups of each disease. In pre-NHI period, the medical services and the variation of medical services of the non-insured were compared with those of the insured. The difference between the change of medical services from group A to those of group C, and the change of medical services from group B to those group D is defined as the net-effect of health insurance. The results are as follows. First, in length of stay after delivery or operation, total length of stay, some laboratory examination, amount of several drugs used in appendectomy patients, frequency of sitz bath in delivery patients, there was net-effect of health insurance in increasing direction. Second, length of stay after delivery or operation, total length of stay, some laboratory examination, amount of several drugs used in appendectomy patients and frequency of sitz bath in delivery patients were significantly more in the insured than in the non-insured group in pre-NHI period. Third, the variation of medical services of post-NHI period was not less then those of pre-NHI period. Fourth, antenatal care on which the third party does not pay and the patient pays for all, was diffrerent by socioeconomic and educational level of patients.

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A Literature Review of Management on Radiodermatitis (방사선 피부염 치료법에 대한 문헌고찰)

  • Kwon, Mi Hye;Yoon, Jee-Hyun;Kim, Eun Hye;Lee, Jee Young;Yoon, Seong Woo
    • Journal of Korean Traditional Oncology
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    • v.25 no.1
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    • pp.11-24
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    • 2020
  • Objective : Radiodermatitis is a common sequelae in 95% of patients receiving radiation therapy, which is important to be well managed as it can affect the patient's quality of life as well as the cancer treatment schedule. The aim of this study is to review and summarize the interventions available for the treatment of acute radiodermatitis, including traditional Korean medicine, and to propose treatment algorithms for clinicians. Methods : To collect studies about managements for radiodermatitis, domestic and foreign database were used such as Korean journal of traditional knowledge portal (KTKP), Korean studies information service system (KISS), national discovery or science leaders (NDSL), and oriental medicine advance searching integrated system (OASIS), Pubmed, Google scholar and Scopus. Results : Thirty-two studies were selected. There were nine studies on usual care and dressing, eleven studies on chemical agents, two studies on biological preparations, and ten studies on herbal medicines. Conclusion : Hygienic options and dressings have proved to be useful in the management of radiodermatitis. Chemical agents such as corticosteroid, statin, and topical antibiotic agent have proved to alleviate symptoms and severity, regenerate damaged skin, and prevent secondary infection. In biological preparations, EGF (epidermal growth factor) and GM-CSF (granulocyte-macrophage colony-stimulating factor) could be used to protect skin and prevent radiodermatitis. For herbal medicines, Calendula, catechin, β-sitosterol, and Jaungo (紫雲膏) may be effective for symptoms including pain, itching, and burning sensation induced by radiation therapy. Because of some research with conflicting results, further studies are needed to propose an algorithm for more optimal treatments.

Clinical Dental Hygienists' Experience of the Prevention Based Incremental Oral Health Care: Applying Focus Group Interviews

  • Bae, Soo-Myoung;Lee, Hyo-Jin;Shin, Bo-Mi
    • Journal of dental hygiene science
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    • v.20 no.2
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    • pp.107-117
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    • 2020
  • Background: In this study, we tried to comprehensively explore clinical dental hygienist's experience of a prevention-based incremental oral health care program, which was pilot-operated by dental clinics, define prevention-based incremental oral health care as experienced in the field, and identify factors to be considered. Methods: This study conducted a focus group interview with five dental hygienists who participated in an ongoing oral management pilot project in 2016. The interview was conducted by a researcher, and the co-research team attended as progress assistants and recorded characteristics of the participants, main dictations, and non-verbal characteristics. All interviews were recorded and underwent thematic analysis to examine the questions of the study as the main axis. Results: As a result of the study, 65 meaningful statements were extracted by code, integrated into 24 sub-categories, and structured into 11 categories. Finally, four keywords were drawn: characteristics, facilitating factors, conflicting factors, and improvement measures for prevention-based incremental oral health care. Regarding prevention-based incremental oral health care in dental clinics, dental hygienists were highly aware of the physical and mental burdens of personalized treatment and education for each individual. They were responsible for the patient and for facilitating changes in the behavior of the client, leading to professional satisfaction. The dental team's cooperation and supportive attitude were found essential to continue oral health care in the dental clinic. Conclusion: Through dental team-based treatment philosophy sharing and collaboration, it is possible to provide prevention-based incremental oral health care in dental clinics. In future, it is necessary to develop a system for establishing a sustainable preventative management system for public health promotion.

Development of Secure Healthcare Protocol using RFID (RFID를 이용한 안전성 있는 헬스케어 프로토콜 개발)

  • Baek, Jang-Mi;Jeon, Byung-Chan;Choi, Gyoo-Seok
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.9 no.6
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    • pp.201-210
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    • 2009
  • Studies on human-centered services are approaching their highest peak with the emergence of a new concept of the network environment, a ubiquitous environment. Among these ubiquitous service technologies, services related to health care are very closely related to the current social environment. In this paper, With social aging and changes in ubiquitous IT environment, studies on health care, which is among the essential application services and which has been defined as a key application technology, and studies related to it have been conducted. In addition, healthcare services, which are essentially applicable to the ubiquitous environment, were suggested by analyzing existing healthcare studies and drawing from them the requirements for such. This paper proposes management protocol for serious case except from health care research. This system is constructed database using RFID, it has location information. It provides procedures to consistently monitor the status of patients and process the outcome in real-time.

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Effects of the benefit extension policy on the burdening of health care expenditure for households with patients of chronic or serious case (보장성 강화정책이 만성질환자 및 중증질환자 보유가구의 과부담 의료비 발생에 미친 영향)

  • Choi, Jung-Kyu;Jeong, Hyoung-Sun;Shin, Jeong-Woo;Yeo, Ji-Young
    • Health Policy and Management
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    • v.21 no.2
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    • pp.159-178
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    • 2011
  • Korea ranks high among the OECD member countries with a high out-of-pocket share. In 2006, the government implemented in full scale the policy of extending the health insurance benefit coverage. Included in the policy are lowering the out-of-pocket share of patients of serious case and expanding the medical bill ceiling system to mention just a few. This study proposes to confirm effectiveness of the benefit extension policy by identifying changes in 'out-of-pocket expenditure as a share of the ability to pay' and 'incidence rate of catastrophic health care expenditure' of each individual household as manifested before and after the benefit extension policy was implemented. The 1st and 3rd year data from the Korea Welfare Panel Study (KoWePS), conducted by the Korea Institute for Health and Social Affairs (KIHASA), were used for the analysis, where low-income households and ordinary households are sampled separately. While the absolute amount of 'out-of-pocket expenditure' occurred to the average household increased for the period 2005-2007, the 'out-of-pocket expenditure as a share of the ability to pay' decreased. At the same time, the share decreased in the case of low-income households and households with patients of chronic or serious case as contrasted with ordinary households. 'Incidence rates of catastrophic health care expenditure' of ordinary households for 2007 stood at 14.6%, 5.9% and 2.8% at the threshold of 10%, 20% and 30%, respectively. The rates decreased overall between 2005 and 2007, while those of low-income households with patients of serious case statistically significantly increased. An analysis of this study indicates that it is related with the medical bill ceiling system regardless of incomes introduced in 2007.