WO2020091375A3 - 항우울제 추천 방법 및 시스템 - Google Patents

항우울제 추천 방법 및 시스템 Download PDF

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Publication number
WO2020091375A3
WO2020091375A3 PCT/KR2019/014360 KR2019014360W WO2020091375A3 WO 2020091375 A3 WO2020091375 A3 WO 2020091375A3 KR 2019014360 W KR2019014360 W KR 2019014360W WO 2020091375 A3 WO2020091375 A3 WO 2020091375A3
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WIPO (PCT)
Prior art keywords
drugs
antidepressant
patient
information
states
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PCT/KR2019/014360
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English (en)
French (fr)
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WO2020091375A2 (ko
Inventor
강재우
최용화
이준현
전민지
장부루
Original Assignee
고려대학교 산학협력단
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Priority claimed from KR1020190133994A external-priority patent/KR20200049606A/ko
Application filed by 고려대학교 산학협력단 filed Critical 고려대학교 산학협력단
Publication of WO2020091375A2 publication Critical patent/WO2020091375A2/ko
Publication of WO2020091375A3 publication Critical patent/WO2020091375A3/ko

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    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/10—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/70—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to mental therapies, e.g. psychological therapy or autogenous training
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients

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  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • General Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Biomedical Technology (AREA)
  • Pathology (AREA)
  • Databases & Information Systems (AREA)
  • Child & Adolescent Psychology (AREA)
  • Chemical & Material Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Medicinal Chemistry (AREA)
  • Developmental Disabilities (AREA)
  • Hospice & Palliative Care (AREA)
  • Psychiatry (AREA)
  • Psychology (AREA)
  • Social Psychology (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Medical Preparation Storing Or Oral Administration Devices (AREA)

Abstract

본 발명에 따른 항우울제 추천 시스템을 이용한 항우울제 추천 방법은 (a) 약물 명칭, 약물의 브랜드, 각 약물의 치료 목적, 환자의 상태에 따른 처방 지침 및 해당 약의 부작용 정보가 기록된 데이터베이스에 환자의 상태 정보를 입력하여 환자 상태에 적합한 약물들의 추천 점수를 산출하는 단계; (b) 환자의 기본 정보, 유전체 정보, MRI 정보, 처방 약물 맟 각 환자의 주차별 우울증 지수를 포함하는 환자 데이터를 기초로 구축한 항우울제 반응성 예측 기계학습 모델에 환자의 현재 우울증 지수, 처방 약물 및 예측 희망 주차에 대한 정보를 입력하여, 예측 희망 주차에서의 우울증 지수를 예측하고, 예측된 우울증 지수에 기초하여 반응성 점수를 산출하는 단계; 및 (c) 상기 산출된 각 약물들의 추천 점수와 처방 약물에 대한 상기 반응성 점수를 기초로 최적의 항우울제를 추천하는 단계를 포함한다.
PCT/KR2019/014360 2018-10-29 2019-10-29 항우울제 추천 방법 및 시스템 WO2020091375A2 (ko)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
KR10-2018-0130155 2018-10-29
KR20180130155 2018-10-29
KR1020190133994A KR20200049606A (ko) 2018-10-29 2019-10-25 항우울제 추천 방법 및 시스템
KR10-2019-0133994 2019-10-25

Publications (2)

Publication Number Publication Date
WO2020091375A2 WO2020091375A2 (ko) 2020-05-07
WO2020091375A3 true WO2020091375A3 (ko) 2020-06-25

Family

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Application Number Title Priority Date Filing Date
PCT/KR2019/014360 WO2020091375A2 (ko) 2018-10-29 2019-10-29 항우울제 추천 방법 및 시스템

Country Status (1)

Country Link
WO (1) WO2020091375A2 (ko)

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001524809A (ja) * 1996-12-16 2001-12-04 マクギル ユニバーシティー 神経系疾患の治療に使用するための遺伝薬理学的方法
JP2011501276A (ja) * 2007-10-12 2011-01-06 ペイシェンツライクミー， インコーポレイテッド 健康関連の転帰を予測するためのオンラインコミュニティを使用した自己改善方法
KR20160099618A (ko) * 2013-12-12 2016-08-22 에이비-바이오틱스 에세.아. 약물 사용에 대한 개인화된 추천정보를 제공하기 위한 웹 기반의 컴퓨터 이용 방법, 시스템 및 컴퓨터 판독가능 매체
CN107092797A (zh) * 2017-04-26 2017-08-25 广东亿荣电子商务有限公司 一种基于深度学习的药品推荐算法
KR20180015804A (ko) * 2016-08-04 2018-02-14 주식회사 팜팜 건강 기능 식품 및 영양 성분 정보 제공 시스템, 방법 및 컴퓨터 프로그램

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001524809A (ja) * 1996-12-16 2001-12-04 マクギル ユニバーシティー 神経系疾患の治療に使用するための遺伝薬理学的方法
JP2011501276A (ja) * 2007-10-12 2011-01-06 ペイシェンツライクミー， インコーポレイテッド 健康関連の転帰を予測するためのオンラインコミュニティを使用した自己改善方法
KR20160099618A (ko) * 2013-12-12 2016-08-22 에이비-바이오틱스 에세.아. 약물 사용에 대한 개인화된 추천정보를 제공하기 위한 웹 기반의 컴퓨터 이용 방법, 시스템 및 컴퓨터 판독가능 매체
KR20180015804A (ko) * 2016-08-04 2018-02-14 주식회사 팜팜 건강 기능 식품 및 영양 성분 정보 제공 시스템, 방법 및 컴퓨터 프로그램
CN107092797A (zh) * 2017-04-26 2017-08-25 广东亿荣电子商务有限公司 一种基于深度学习的药品推荐算法

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