• Title/Summary/Keyword: Health & Medical Data

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Design and Implementation of U-Health System for Active Oxygen Measurement Data based on Mobile Phone (활성산소 측정 데이터를 위한 모바일 기반의 U헬스 시스템 설계 및 구현)

  • Lee, Chang Moo;Oh, Seung Kyo;Choi, Deok Jai
    • Smart Media Journal
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    • v.1 no.4
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    • pp.52-58
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    • 2012
  • In recent years the combination of IT and BT for U-Healthcare Medical Services has attracted popular attention as an alternative for solving health problems due to aging issue. Active oxygen as free radicals causes unstable state of the body resulting to other disease on which approximate 90% of the diseases are associated with active oxygen. The severity is even higher along with increasing age. Therefore, there is a need for systematic management of active oxygen saturation for the elderly and chronic patients. In this paper, the data about active oxygen measurements from the body measurement is sent to the data storage of medical facilities by the service provider. Medical information is measured by devices provided complying with the standard, support and information using Bluetooth communication. Users can check their health status themselves using the proposed system through 3G/4G mobile devices like smart phone to medical institutions in which the smart phone act as a gateway for medical data transferred from patient to medical institutions and vice versa. Users can get and experience a diagnosis and effective U-Environmental Health Services from Medical institutions anywhere using the proposed built system.

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A Classification of Medical and Advertising Blogs Using Machine Learning (머신러닝을 이용한 의료 및 광고 블로그 분류)

  • Lee, Gi-Sung;Lee, Jong-Chan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.11
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    • pp.730-737
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    • 2018
  • With the increasing number of health consumers aiming for a happy quality of life, the O2O medical marketing market is activated by choosing reliable health care facilities and receiving high quality medical services based on the medical information distributed on web's blog. Because unstructured text data used on the Internet, mobile, and social networks directly or indirectly reflects authors' interests, preferences, and expectations in addition to their expertise, it is difficult to guarantee credibility of medical information. In this study, we propose a blog reading system that provides users with a higher quality medical information service by classifying medical information blogs (medical blog, ad blog) using bigdata and MLP processing. We collect and analyze many domestic medical information blogs on the Internet based on the proposed big data and machine learning technology, and develop a personalized health information recommendation system for each disease. It is expected that the user will be able to maintain his / her health condition by continuously checking his / her health problems and taking the most appropriate measures.

Factors Related to Unmet Medical Care Needs in Adult Diabetes Patients in Korea (우리나라 성인 당뇨병 환자의 미충족의료 관련 요인)

  • Jang, Hye Young;Han, Mi Ah;Park, Jong
    • Health Policy and Management
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    • v.31 no.3
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    • pp.328-334
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    • 2021
  • Background: This study was conducted to investigate factors related to unmet medical needs of medical care in adult diabetes patients and to suggest factors related to unmet medical in Korea. Methods: This study used data from the Korea National Health and Nutrition Examination Survey (KNHNES) 2014-2017. The subjects of the study were conducted on patients with unmet medical needs experience among the patients and analyzed using the IBM SPSS ver. 25.0 program (IBM Corp., Armonk, NY, USA). Results: Overall, 10.9% of patients had unmet medical needs. Being female, less educated, and lower medical aid were related to unmet medical needs. And subjects with poor subjective health and higher stress level were more likely to report unmet medical needs. Conclusion: Although comprehensive health insurance coverage, 10.9% of people with diabetes experienced unmet healthcare needs. The results of this study suggest that socioeconomic factors such as low education and medical aid were associated with unmet medical needs.

The medical 3-dimensional image exchange via health level 7 fast healthcare interoperability resource (HL7 FHIR) (Health level 7 fast healthcare interoperability resource (HL7 FHIR)를 통한 3차원 의료 영상의 교환)

  • Lee, Jung Hwan;Choi, Byung Kwan;Han, In Ho
    • Journal of Digital Convergence
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    • v.18 no.6
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    • pp.373-378
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    • 2020
  • For improving interoperability of medical information, health level 7 has initiated the development of a next-generation framework for the exchange of medical information called the Fast health interoperability resources (FHIR). However, there was no attempt to exchange the medical three-dimensional (3D) image with clinical data via FHIR. Thus, we designed a new method. The 3D image to be made from computed tomography was converted to the javascript object notation (JSON) file format, and clinical data was added. We made a test FHIR server, and the client used the postman. The JSON file was attached to the body, and was then transmitted. The transmitted 3D image could be seen through a web browser, and attached clinical data was identified in the source code. This is the first attempt to exchange the medical 3D image. Additional researches will be needed to develop applications or FHIR resources that apply this method.

Medical Service Variation of Urinary Incontinence Surgery and Uterine Polypectomy Using a Multilevel Analysis (다수준 분석을 이용한 요실금수술과 자궁폴립제거술의 의료서비스 변이)

  • Kim, Sang Me;Ahn, Bo Ryung;Kim, Jeong Lim;Lee, Hae Jong
    • Health Policy and Management
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    • v.30 no.1
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    • pp.82-91
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    • 2020
  • Background: This study investigates the influence factors of medical service variations using medical charge and the length of stay (LOS) for urinary incontinence surgery and uterine polypectomy. Methods: The National Health Insurance claims data and Medical Resource Report by the Health Insurance Review & Assessment Service in 2016 were used. Frequency analysis, one-way analysis of variance, and Bonferroni post-hoc tests were executed for each surgery. A multilevel analysis was executed to assess the factors to the medical charge and LOS for each surgery in patient, doctor, and hospital level. Results: Fifty-two point eight percent of urinary incontinence surgery and 87.1% of uterine polypectomy were distributed in general and tertiary hospitals. Among three levels, the patient level variation was 61.5% or 77.2% in medical charge and 93.9% or 96.3% in LOS, respectively. The doctor level variation was 29.6% or 22.6% in medical charge and 0.6% or 0.0% in LOS, respectively. The institution level variation was 8.9% or 0.2% in medical charge and 5.5% or 3.7% in LOS, respectively. Number of other disease and organizational type were main factors that affected the charge and LOS for urinary incontinence surgery and uterine polypectomy. Conclusion: Medical service variations of the urinary incontinence surgery and uterine polypectomy were the largest for the patient level, followed by doctor level for the medical charge, and the institution level for the LOS.

Relationship between the Level of Local Extinction and Total Medical Service Uses (지역소멸수준과 지역의 총 의료이용 간의 관계)

  • Ji-Hae Park;Jae-Hwan Oh;Je-Gu Kang;Yun-Ji Jeong;Kwang-Soo Lee
    • Health Policy and Management
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    • v.33 no.3
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    • pp.253-263
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    • 2023
  • Background: The purpose of this study was to explore the relationship between the local extinction index and total medical service utilization. Methods: A fixed effects model in panel analysis was performed for the 228 administrative districts in Korea. The statistical yearbook on the usage of medical services by region and Korean Statistical Information Service data were used from 2010 to 2019 for analysis. Medical service utilization was represented by the number of visits day, the number of inpatient days, and medical charges. Control variables were selected by using an Anderson model. The local extinction index was calculated using resident registration population data. Results: Descriptive statistics showed that the number of areas at risk of extinction increased from 61 to 95 for the study years. In addition, the number of visits, the number of inpatient days, and medical charges all increased during the study years. After controlling for variables affecting medical service utilization and doing a panel fixed effects model, the result suggested that a one-step increase in the local extinction index was significantly associated with a 12.29% decrease in medical charges of inpatients, a 7.33% decrease in medical charge of outpatient, a 5.21% decrease in the number of inpatient day, and a 5.54% decrease in the number of visits day. Conclusion: This study showed that the higher the region's extinction risks, the higher the region's total medical service utilization. The results of this study suggested that there was a disparity in medical service utilization between areas at risk of extinction and areas not at risk of extinction, so measures should be taken to address this disparity.

The Preparation of Medical Institutions in Seoul for Attracting Foreign Patients (서울시 의료기관의 외국인환자 유치 준비실태 - 병.의원을 중심으로 -)

  • Sung, Dong Hyo;Jin, Ki Nam;Kim, Jang Mook
    • Korea Journal of Hospital Management
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    • v.17 no.4
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    • pp.58-70
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    • 2012
  • The purpose of this study is to examine the preparation of medical institutions for medical tourism and its effects. The sample of this study were 99 case which were selected from Korea Health Industry Development Institute list. Data were collected through the mail questionnaire survey from Sept. 15 to Oct. 30 in 2010. The collected data were analyzed using Chisquare test, t-test. The main findings of study are as follows: Using Chisquare test, we found statistically significant differences in resources prepared for medical tourism between hospitals and clinics. In general, hospitals were well prepared in human resources(e.g., proportion of employees with foreign language capability) and physical resources(e.g., helpdesk, brochures) compared to clinics.

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The Analysis of South Korea Medical Tourism Services for the Differences Perceptions by Medical Tourists and Hospital Staffs (의료관광객과 병원 종사자간의 한국 의료관광 서비스에 대한 인식차이 분석)

  • Han, Jae-Hyun;Lee, Kyun-Jick
    • Korea Journal of Hospital Management
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    • v.16 no.4
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    • pp.17-34
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    • 2011
  • Recently, medical market has been changing not for the sake of treatment of the disease but for high quality of health. Therefore, South Korea medical tourism service needs to understand and improve for the differences perceptions of medical tourists and health professionals for customer satisfaction. The purpose of this study is to understand the structure of medical tourism market through theoretical consideration and to suggest the factors which need to be taken precedence for improvement of South Korea medical tourism service through analysis differences between consumers and suppliers. To analyze the difference of awareness, we reconstructed the questionnaires focussing on evaluation factors and articles about medical tourists selection attributes and health professionals way to invigoration through previous research and precedence study. After that, we also collected the data based on reconstructed questionnaires. After we compared each collected responses from medical tourists and health professionals, also analyzed the differences of awareness by applying Johari's Window to those differences. In conclusion, there is no relation between medical tourist and health professionals about th differences of awareness in functional quality and cost that is a direct effect to transaction in current medical tourism of South Korea. In contrast, there are differences of awareness between a process which support medical tourism and technical quality. Therefor, we expect to invigorate medical tourism by innovation of supportive process and technical quality.

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Change of Medical Utilization Claims in Self-employees before and aster the Economic Crisis in Korea (IMF 경제위기 전.후 지역의료보험가입자들의 진료비 청구내용의 변화)

  • Lee, Sin-Jae;Jhang, Won-Ki;Choi, Soon-Ae;Lee, Sang-Yi;Kim, Nam-Soon;Jeong, Baek-Geun;Moon, Ok-Ryun
    • Journal of Preventive Medicine and Public Health
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    • v.34 no.1
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    • pp.28-34
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    • 2001
  • Objectives : To investigate the changing pattern of medical utilization claims following the economic crisis in Korea. Methods : The original data consisted of the claims of the 'Medical insurance program of self-employees' between 1997 and 1998. The data was selected by medical treatment day ranging between 8 January and 30 June. Medical utilizations were calculated each year by the frequency of claims, visit days for outpatients, length of stay for inpatients, total days of medication, and the sum of expenses. Results : The length of stay as an inpatient in 1998 was decreased 4.7 percent in comparison to 1997. However, inpatient expenses in 1998 increased 10.8 percent as compared to 1997. Inpatient hospital claims in 1998 increased 6.2 percent over 1997, although general hospital inpatient claims in 1998 decreased 3.3 percent in comparison to 1997. The outpatient claim frequency decreased 7.3 in 1998 percent as compared to 1997 Outpatient visit days of in 1998 were decreased 8.5 percent in comparison to that recorded in 1997. Outpatient claim frequencies of 'gu region' in 1998 decreased 10.5 percent comparison to that in 1997, but 'city and gun region' decreased less than 'gu region'. Conclusions : Medical utilization in 1998 deceased in relation to 1997 Medical utilization by outpatients decreased more than that of inpatients. Medical utilization by 'gu region' decreased mere than the other regions.

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Health Care Utilization and Costs for the Disabled Not Included in the Medical Aid Allowance (의료급여 장애인의 비 급여 의료비용 조사)

  • Rhee Seon Ja;Lee Hyo Young;Kim Mi Ju;Jang Soong Nang
    • Journal of Korean Public Health Nursing
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    • v.17 no.2
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    • pp.287-298
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    • 2003
  • This study was conducted to identify the health care utilization, health care costs, and potential health care demands of the disabled in the Medicaid Aid beneficiaries. This study focused on the heath care costs not included in the medical aid allowance such as transportation, informal nursing costs, and ambulatory aids etc. Participants were the 864 subjects who were beneficiaries of the National Medical Aid program living in 10 district of Korea. A questionnaires were distributed to the disabled in the Medical Aid beneficiaries during August to September, 2001 through public offices. Data were collected through a home visiting by social workers working in public offices. Direct and indirect medical costs expended for one month by the participating disabled were examined. They expended 110.748 won $({\$}100)$ for heath care costs, which was not included in the medical aid allowance during the month. The disabled with cerebral diseases or who have level 4 disability expended more health care costs compare to those with other diseases. Gradual expansion of medical aid allowance for the disabled is recommended to alleviate economic burden of the disabled and their family.

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