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1. WO2020138707 - BLOOD TEST RESULT-BASED METHOD FOR ESTIMATING LIFE PATTERN AND CHANGE FACTORS

Publication Number WO/2020/138707
Publication Date 02.07.2020
International Application No. PCT/KR2019/015192
International Filing Date 08.11.2019
IPC
A61B 5/00 2006.01
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
BDIAGNOSIS; SURGERY; IDENTIFICATION
5Measuring for diagnostic purposes; Identification of persons
CPC
A61B 5/00
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
BDIAGNOSIS; SURGERY; IDENTIFICATION
5Measuring for diagnostic purposes
A61B 5/7264
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
BDIAGNOSIS; SURGERY; IDENTIFICATION
5Measuring for diagnostic purposes
72Signal processing specially adapted for physiological signals or for diagnostic purposes
7235Details of waveform analysis
7264Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
A61B 5/7275
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
BDIAGNOSIS; SURGERY; IDENTIFICATION
5Measuring for diagnostic purposes
72Signal processing specially adapted for physiological signals or for diagnostic purposes
7271Specific aspects of physiological measurement analysis
7275Determining trends in physiological measurement data; Predicting development of a medical condition based on physiological measurements, e.g. determining a risk factor
Applicants
  • (주)아이쿱 IKOOB CO.,LTD [KR]/[KR]
  • 가톨릭대학교 산학협력단 THE CATHOLIC UNIVERSITY OF KOREA INDUSTRY-ACADEMIC COOPERATION FOUNDATION [KR]/[KR]
Inventors
  • 양여리 YANG, Yeoree
  • 조재형 CHO, Jae Hyoung
Agents
  • 특허법인 태인 TAEIN IP GROUP
Priority Data
10-2018-017223928.12.2018KR
Publication Language Korean (KO)
Filing Language Korean (KO)
Designated States
Title
(EN) BLOOD TEST RESULT-BASED METHOD FOR ESTIMATING LIFE PATTERN AND CHANGE FACTORS
(FR) PROCÉDÉ BASÉ SUR UN RÉSULTAT DE TEST SANGUIN POUR ESTIMER UN MODE DE VIE ET DES FACTEURS DE CHANGEMENT
(KO) 혈액검사 결과 기반 생활패턴 및 변화인자 추정방법
Abstract
(EN)
A blood test result-based method and device for estimating a life pattern and change factors according to an embodiment of the present invention relate to a method for estimating the life pattern of a test subject by acquiring blood test-based lab data about the test subject from a terminal. The method includes: a step for acquiring first lab data from a first blood test; a step for acquiring second lab data from a second blood test after a first period; a step for inputting the first lab data and the second lab data to a deep learning neural network for each life pattern item, and acquiring first period life pattern information output from the deep learning neural network for each life pattern item; and a step for displaying the first period life pattern information, wherein the life pattern information includes life habit information about one or more items among the drug compliance, drinking habits, eating habits, and amount of exercise of the test subject.
(FR)
Un procédé et un dispositif basés sur un résultat de test sanguin pour estimer un mode de vie et des facteurs de changement selon un mode de réalisation de la présente invention concernent un procédé d'estimation du mode de vie d'un sujet de test par acquisition de données de laboratoire basées sur un test sanguin concernant le sujet de test provenant d'un terminal. Le procédé comprend : une étape consistant à acquérir des premières données de laboratoire provenant d'un premier test sanguin ; une étape consistant à acquérir des deuxièmes données de laboratoire provenant d'un deuxième test sanguin après une première période ; une étape consistant à entrer les premières données de laboratoire et les deuxièmes données de laboratoire dans un réseau neuronal d'apprentissage profond pour chaque élément de mode de vie et à acquérir des informations de mode de vie de première période délivrées par le réseau neuronal d'apprentissage profond pour chaque élément de mode de vie ; et une étape consistant à afficher les informations de mode de vie de première période, les informations de mode de vie comprenant des informations d'habitude de vie concernant un ou plusieurs éléments parmi l'observance médicamenteuse, les habitudes de consommation de boissons, les habitudes d'alimentation et la quantité d'exercice du sujet de test.
(KO)
본 발명의 실시예에 따른 혈액검사 결과 기반 생활패턴 및 변화인자 추정방법 및 장치는, 단말에서 피검사자의 혈액검사에 따른 랩 데이터를 획득하여 상기 피검사자의 생활패턴을 추정하는 방법으로서, 제 1 혈액검사에 따른 제 1 랩 데이터를 획득하는 단계; 제 1 기간 이후의 제 2 혈액검사에 따른 제 2 랩 데이터를 획득하는 단계; 상기 제 1 랩 데이터와 제 2 랩 데이터를 생활패턴 항목별 딥러닝 뉴럴 네트워크에 입력하고, 상기 생활패턴 항목별 딥러닝 뉴럴 네트워크에서 출력된 제 1 기간 생활패턴 정보를 획득하는 단계; 및 상기 제 1 기간 생활패턴 정보를 디스플레이하는 단계를 포함하고, 상기 생활패턴 정보는, 상기 피검사자의 약물 컴플라이언스, 음주습관, 식습관 및 운동량 중 적어도 하나 이상의 항목에 대한 생활습관 정보를 포함한다.
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