• 제목/요약/키워드: Disease/symptoms database

검색결과 63건 처리시간 0.019초

Diagnosis of Pet by Using FCM Clustering

  • Kim, Kwang-Baek
    • 한국컴퓨터정보학회논문지
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    • 제26권2호
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    • pp.39-44
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    • 2021
  • 본 논문에서는 가정에서 많이 기르는 반려견을 바탕으로 반려견 질병에 대한 전문적인 수의학 지식이 부족한 일반인들을 대상으로 자신의 반련견의 건강 상태를 파악할 수 있는 진단 시스템을 제안한다. 제안된 진단 시스템은 50가지 질병과 각 질병의 증상을 데이터베이스에 구축하여 입력된 증상을 통해서 반려견의 질병을 도출한다. 각 질병 데이터베이스에는 질병에 해당하는 증상 코드들을 가지고 있으며, 이러한 질병에 대한 데이터베이스를 이용하여 군집화 기법인 FCM 클러스터링 기법을 적용하여 질병을 클러스터링하고 그 결과 값인 소속도를 바탕으로 입력된 증상과 가까운 질병들을 도출하여 반려견의 진단 결과를 제공한다. 제안된 반려견 진단의 구현 결과에서는 선택한 증상들의 개수와 선택된 증상들이 포함된 질병들의 가능성 값을 구하여 내림차순으로 정렬하여 반려견의 증상과 가장 가까운 질병 상위 3가지를 도출하였다.

Developing an Intelligent Health Pre-diagnosis System for Korean Traditional Medicine Public User

  • Kim, Kwang Baek
    • Journal of information and communication convergence engineering
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    • 제15권2호
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    • pp.85-90
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    • 2017
  • Expert systems for health diagnosis are only for medical experts who have deep knowledge in the field but we need a self-checking pre-diagnosis system for preventive public health monitoring. Korea Traditional Medicine is popular in use among Korean public but there exist few available health information systems on the internet. A computerized self-checking diagnosis system is proposed to reduce the social cost by monitoring health status with simple symptom checking procedures especially for Korea Traditional Medicine users. Based on the national reports for disease/symptoms of Korea Traditional Medicine, we build a reliable database and devise an intelligent inference engine using fuzzy c-means clustering. The implemented system gives five most probable diseases a user might have with respect to symptoms given by the user. Inference results are verified by Korea Traditional Medicine doctors as sufficiently accurate and easy to use.

CareMyDog: Pet Dog Disease Information System with PFCM Inference for Pre-diagnosis by Caregiver

  • Kim, Kwang Baek;Song, Doo Heon;Park, Hyun Jun
    • Journal of information and communication convergence engineering
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    • 제19권1호
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    • pp.29-35
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    • 2021
  • While the population of pet dogs and pet-related markets are increasing, there is no convenient and reliable tool for pet health monitoring for pet owners/caregivers. In this paper, we propose a mobile platform-based pre-diagnosis system that pet owners can use for pre-diagnosis and obtaining information on coping strategies based on their observations of the pet dog's abnormal behavior. The proposed system constructs symptom-disease association databases for 100 frequently observed diseases under veterinarian guidance. Then, we apply the possibilistic fuzzy C-means algorithm to form the "probable disease" set and the "doubtable disease" set from the database. In the experiment, we found that the proposed system found almost all diseases correctly, with an average of 4.5 input symptoms and outputs 1.5 probable and one doubtable disease on average. The utility of this system is to alert the owner's attention to the pet dog's abnormal behavior and obtain an appropriate coping strategy before consult a veterinarian.

미병(未病)의 의학적 개념 정립을 위해 고려해야 할 주제들 (Medical issues to consider for establishing the concept of Mibyeong)

  • 남동현;한경숙
    • 대한한의진단학회지
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    • 제24권1호
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    • pp.1-13
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    • 2020
  • Objectives Mibyeong is an ideological concept that means the state between the healthy and diseased conditions. The purpose of this study was to suggest a research direction to establish the diagnostic criteria for the Mibyeong by reviewing the research results for the Mibyeong. Methods Academic databases (OASIS for Korean database, Embase for English database, and CNKI for Chinese database) were used to search related literatures, and articles describing the concept or diagnostic criteria of the disease were selected. Results The concept of Mibyeong consisted of three different conditions: (1) subjective symptoms without a specific disease, (2) abnormal examination findings without a specific disease, and (3) a state in between health and disease. No matter which of the three conditions is applied, the spectrum of condition was very wide and diverse. Conclusions It is impossible to apply appropriate and monolithic diagnostic criteria to all types of Mibyeong. Therefore, we suggests that the Mibyeong be classified into several subtypes and the diagnostic criteria suitable for each type be established.

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ART2 알고리즘을 이용한 애견 진단 시스템 (Health Diagnosis System of Pet Dog Using ART2 Algorithm)

  • 오세웅;김지홍
    • 디지털콘텐츠학회 논문지
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    • 제10권2호
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    • pp.327-332
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    • 2009
  • 본 논문에서는 애견 질병에 대한 전문적인 지식이 부족한 일반인들을 대상으로 자신의 애견 건강 상태를 파악할 수 있는 진단 시스템을 제안한다. 제안된 진단 시스템은 105가지 질병과 각 질병의 증상을 데이터베이스에 구축하여 입력된 증상을 통해서 애견의 질병을 도출한다. 신경망의 자율 학습 방법인 ART2 알고리즘을 적용하여 질병을 클러스터링하고 그 결과 값인 클러스터의 출력값과 연결강도를 데이터베이스에 저장한 후 질병의 증상과 관련된 질의 결과를 입력 벡터로 제시하여 학습된 질병 정보와 비교하여 애견의 건강 상태를 진단한다. 애견의 건강 상태를 진단하는데 있어서 질병과 증상의 정확한 정보는 매우 중요하다. 따라서 본 논문에서는 질병과 증상의 정보를 데이터베이스로 구축하고 질병과 증상 정보를 효율적으로 관리할 수 있도록 하였다. 제안된 진단 시스템을 구현하여 수의학 전문의가 분석한 결과, 본 논문에서 제안한 시스템이 애견 질병의 보조 진단 시스템으로서의 가능성을 확인하였다.

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HCoV-IMDB: Database for the Analysis of Interactions between HCoV and Host Immune Proteins

  • Kim, Mi-Ran;Lee, Ji-Hae;Son, Hyeon Seok;Kim, Hayeon
    • International journal of advanced smart convergence
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    • 제8권1호
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    • pp.1-8
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    • 2019
  • Coronaviruses are known respiratory pathogens. In the past, most human coronaviruses were thought to cause mild symptoms such as cold. However recently, as seen in the Severe Acute Respiratory Syndrome (SARS) and the Middle East Respiratory Syndrome (MERS), infectious diseases with severe pulmonary disease and respiratory symptoms are caused by coronaviruses, making research on coronaviruses become important. Considering previous studies, we constructed 'HCoV-IMDB (Human Corona Virus Immune Database)' to systematically provide genetic information on human coronavirus and host immune information, which can be used to analyze the interaction between human coronavirus and host immune proteins. The 'HCoV-IMDB' constructed in the study can be used to search for genetic information on human coronavirus and host immune protein and to download data. A BLAST search specific to the human coronavirus, one of the database functions, can be used to infer genetic information and evolutionary relationship about the query sequence.

Refined Fuzzy ART 알고리즘을 이용한 한방 자가 질병 분류 시스템 (Self-Diagnosing Disease Classification System for Oriental Medical Science with Refined Fuzzy ART Algorithm)

  • 김광백
    • 한국콘텐츠학회논문지
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    • 제9권7호
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    • pp.1-8
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    • 2009
  • 본 논문에서는 질병에 대한 전문적인 지식이 부족한 일반인들을 대상으로 자신의 건강 상태를 쉽게 파악할 수 있는 퍼지 신경망 기법을 이용한 한방 자가 진단 질병 분류 시스템과, 자택에서 간편하게 전문의의 진료상담을 받을 수 있는 원격 진료 시스템을 통합한 홈메디컬 시스템을 제안한다. 제안한 한방 자가 진단 시스템은 72가지 한방 질병과 각 질병에 대한 증상을 분석하여 데이터베이스로 구축하고 구축된 데이터베이스 정보를 기반으로 퍼지 신경망 기법을 적용하여 사용자의 질병을 도출한다. 본 논문의 자가 진단 방법은 사용자가 자신의 대표 증상을 제시하면 해당 증상을 포함하는 질병들을 도출하고, 도출된 질병들의 세부 증상들을 사용자가 입력 벡터로 제시하면 퍼지 신경망 기법을 적용하여 세부 증상에 대한 질병들을 클러스터링한 후, 세부 증상에 대한 질병의 소속 정도를 제공한다. 제안한 원격 진료 시스템은 사용자와 전문의가 모두 로그인을 통하여 접속하게 되면 서버에 클라이언트의 정보가 송신되고, 사용자는 서버에서 전문의의 접속 현황을 전달받아 원하는 전문의와 동화상으로 원격 연결되어 전문의의 진료 소견을 받는다. 본 논문에서 제안한 시스템을 한의학 전문의가 분석한 결과, 본 논문에서 제안한 시스템이 한방 질병의 보조 진단으로서의 가능성을 확인하였다.

회상요법이 치매노인의 우울증상에 미치는 효과: 체계적 문헌고찰 및 메타분석 (Effects of Reminiscence Therapy on Depressive Symptoms in Older Adults with Dementia: A Systematic Review and Meta-Analysis)

  • 김경수;이지아
    • 대한간호학회지
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    • 제49권3호
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    • pp.225-240
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    • 2019
  • Purpose: The purpose of this study was to evaluate the effects of reminiscence therapy on depressive symptoms in older adults with dementia using a systematic review and meta-analysis. Methods: Randomized controlled trials (RCTs) published from January 2000 to January 2018 were searched through Research Information Sharing Service (RISS), Korean Studies Information Service System (KISS), Korean Medical Database (KMbase), KoreaMed, PubMed, Cochrane Library, Cumulative Index to Nursing and Allied Health Literature (CINAHL), and Ovid MEDLINE. Two researchers independently performed the search, selection, and coding. Comprehensive Meta-Analysis 3.0 was used for meta-analysis, and Review Manager program 5.3 was used for quality assessment. Results: Out of the 1,250 retrieved articles, 22 RCTs were selected for analysis. The overall effect size of reminiscence therapy for mitigating depressive symptoms in older adults with dementia was -0.62 (95% Cl: -0.92 to -0.31). The effect size was greater in older adults under 80, those with less disease severity, and those for whom the therapy session lasted less than 40 minutes. Conclusion: Reminiscence therapy is an effective non-pharmacological therapy to improve depressive symptoms in older adults with dementia. Because its effectiveness is also influenced by age, disease severity, and application method, it is necessary to consider treatment designs based on individual characteristics as well as methodological approaches.

상한론(傷寒論) 태양병편(太陽病編) 중 증상명(症狀名) 중심의 온톨로지(Ontology)적 그래픽 구조 연구 1 - 태양병(太陽病) 증상-방제 연결구조 분석을 중심으로 - (A Study about Graphic Structures of Ontology Network System with Priority Given to Symptoms of Taeyangbyung Compilation in Sanghannon)

  • 홍대기;박영재;육순형;오환섭;박영배
    • 대한한의진단학회지
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    • 제14권1호
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    • pp.57-69
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    • 2010
  • Background: This is a study for building up the database foundation and about graphic structures of Ontology Network systems of Taeyangbyung compilation in Sanghannon in Traditonal Korean Medicine. Therefore, we began to this study about the systematic clinical ontology network systems with priority given to symptoms of Taeyangbyung compilation in Sanghannon. Purpose: We have two goals to carry out this study. The first, we will establish the minimum clinical grouping data sets about symptoms of Taeyangbyung compilation in Sanghannon. The second, we will find out graphic structures of ontology network system in this part, and analysis that. Methods: Through MS office Excel, Access and Netminer software, we will construct the minimum clinical grouping data sets and the graphic structures of ontology network system about symptoms of Taeyangbyung compilation in Sanghannon, and analysis that. Results: We established the minimum clinical grouping data sets about symptoms of Taeyangbyung compilation in Sanghannon through MS Excel and Access software, and constructed the ontology images to structurize our database through Netminer program, and analysis that. Conclusions: Further research about ontology network between symptoms and prescription and three Yang and three Um(Taeyang, Soyang, Yangmyung, Taeum, Soum, Gualum) Disease compilation is necessary.

Outbreak of Cucumber mosaic virus and Tomato spotted wilt virus on Bell Pepper Grown in Jeonnam Province in Korea

  • Mun, Hye-Yeon;Park, Mi-Ri;Lee, Hyang-Burm;Kim, Kook-Hyung
    • The Plant Pathology Journal
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    • 제24권1호
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    • pp.93-96
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    • 2008
  • In August 2006, a severe disease incidence showing mosaic and/or necrotic symptoms on two bell pepper varieties including red-colored 'Special' and yellow-colored 'Fiesta' was observed in a greenhouse located in Gwangyang, Jeonnam province, Korea. To identify causal viruses, total RNAs were extracted from 11 fruit samples with and without symptoms. Specific oligonucleotide primers for Cucumber mosaic virus (CMV), Pepper mottle virus (PepMoV), Tomato spotted wilt virus (TSWV) and Pepper mild mottle virus (PMMoV) were designed based on the sequences available on GenBank. Database comparisons of the deduced amino acid sequences of each sequence produced 100% and 98% matches with nucleocapsid protein gene of TSWV (Acc. No. ABE11605) and coat protein gene of CMV (Acc. No. DQ018289), respectively, suggesting that the symptoms on bell pepper fruits might be caused by the infection of CMV and TSWV. To our knowledge this is the first report of necrotic as well as mosaic virus disease on bell pepper fruits by the infection of CMV and TSWV in Jeonnam province, Korea.