KR102321197B9 - 딥러닝을 이용한 치매 위험인자 결정 방법 및 장치 - Google Patents

딥러닝을 이용한 치매 위험인자 결정 방법 및 장치

Info

Publication number
KR102321197B9
KR102321197B9 KR1020200012635A KR20200012635A KR102321197B9 KR 102321197 B9 KR102321197 B9 KR 102321197B9 KR 1020200012635 A KR1020200012635 A KR 1020200012635A KR 20200012635 A KR20200012635 A KR 20200012635A KR 102321197 B9 KR102321197 B9 KR 102321197B9
Authority
KR
South Korea
Prior art keywords
deep learning
risk factors
dementia risk
determining dementia
determining
Prior art date
Application number
KR1020200012635A
Other languages
English (en)
Other versions
KR20210098731A (ko
KR102321197B1 (ko
Inventor
김상윤
박기형
양동원
왕민정
정지향
최성혜
홍윤정
Original Assignee
서울대학교병원
(의료)길의료재단
이화여자대학교 산학협력단
왕민정
가천대학교 산학협력단
가톨릭대학교 산학협력단
인하대학교 산학협력단
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 서울대학교병원, (의료)길의료재단, 이화여자대학교 산학협력단, 왕민정, 가천대학교 산학협력단, 가톨릭대학교 산학협력단, 인하대학교 산학협력단 filed Critical 서울대학교병원
Priority to KR1020200012635A priority Critical patent/KR102321197B1/ko
Publication of KR20210098731A publication Critical patent/KR20210098731A/ko
Application granted granted Critical
Publication of KR102321197B1 publication Critical patent/KR102321197B1/ko
Publication of KR102321197B9 publication Critical patent/KR102321197B9/ko

Links

Classifications

    • 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
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/40—Detecting, measuring or recording for evaluating the nervous system
    • A61B5/4076—Diagnosing or monitoring particular conditions of the nervous system
    • A61B5/4088—Diagnosing of monitoring cognitive diseases, e.g. Alzheimer, prion diseases or dementia
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • 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
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • 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
    • G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
    • 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
    • G16H80/00—ICT specially adapted for facilitating communication between medical practitioners or patients, e.g. for collaborative diagnosis, therapy or health monitoring

Landscapes

  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Pathology (AREA)
  • Physics & Mathematics (AREA)
  • Neurology (AREA)
  • Developmental Disabilities (AREA)
  • Hospice & Palliative Care (AREA)
  • Child & Adolescent Psychology (AREA)
  • Psychiatry (AREA)
  • Psychology (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Data Mining & Analysis (AREA)
  • Theoretical Computer Science (AREA)
  • Physiology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Neurosurgery (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Social Psychology (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
KR1020200012635A 2020-02-03 2020-02-03 딥러닝을 이용한 치매 위험인자 결정 방법 및 장치 KR102321197B1 (ko)

Priority Applications (1)

Application Number Priority Date Filing Date Title
KR1020200012635A KR102321197B1 (ko) 2020-02-03 2020-02-03 딥러닝을 이용한 치매 위험인자 결정 방법 및 장치

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020200012635A KR102321197B1 (ko) 2020-02-03 2020-02-03 딥러닝을 이용한 치매 위험인자 결정 방법 및 장치

Publications (3)

Publication Number Publication Date
KR20210098731A KR20210098731A (ko) 2021-08-11
KR102321197B1 KR102321197B1 (ko) 2021-11-03
KR102321197B9 true KR102321197B9 (ko) 2022-07-29

Family

ID=77314113

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020200012635A KR102321197B1 (ko) 2020-02-03 2020-02-03 딥러닝을 이용한 치매 위험인자 결정 방법 및 장치

Country Status (1)

Country Link
KR (1) KR102321197B1 (ko)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102431261B1 (ko) 2022-01-05 2022-08-10 주식회사 하이 테스트 결과 데이터에 기초하여 치매 식별 모델을 학습시키는 기법
KR102487440B1 (ko) 2022-06-09 2023-01-11 주식회사 하이 음성 데이터에 기초한 치매 식별 기법
KR102519725B1 (ko) 2022-06-10 2023-04-10 주식회사 하이 사용자의 인지 기능 상태를 식별하는 기법

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101967227B1 (ko) * 2017-02-28 2019-08-13 연세대학교 산학협력단 질병 예측 모델을 생성하는 방법, 서버 및 시스템
KR20190092790A (ko) 2018-01-31 2019-08-08 이동선 노년층 경도 인지장애 및 치매 예방, 인지능력 향상을 위한 전정기관 훈련 중심의 인터페이스 장치

Also Published As

Publication number Publication date
KR20210098731A (ko) 2021-08-11
KR102321197B1 (ko) 2021-11-03

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G170 Re-publication after modification of scope of protection [patent]