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1. WO2018126022 - DYNAMIC SEARCH AND RETRIEVAL OF QUESTIONS

Publication Number WO/2018/126022
Publication Date 05.07.2018
International Application No. PCT/US2017/068735
International Filing Date 28.12.2017
IPC
G16H 15/00 2018.01
GPHYSICS
16INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
15ICT specially adapted for medical reports, e.g. generation or transmission thereof
G16H 10/20 2018.01
GPHYSICS
16INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
10ICT specially adapted for the handling or processing of patient-related medical or healthcare data
20for electronic clinical trials or questionnaires
G06F 17/30 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
FELECTRIC DIGITAL DATA PROCESSING
17Digital computing or data processing equipment or methods, specially adapted for specific functions
30Information retrieval; Database structures therefor
CPC
G06N 20/00
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
20Machine learning
G06N 5/003
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
5Computer systems using knowledge-based models
003Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
G16H 10/20
GPHYSICS
16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
10ICT specially adapted for the handling or processing of patient-related medical or healthcare data
20for electronic clinical trials or questionnaires
G16H 50/20
GPHYSICS
16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
50ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
20for computer-aided diagnosis, e.g. based on medical expert systems
G16H 50/30
GPHYSICS
16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
50ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
30for calculating health indices; for individual health risk assessment
G16H 50/70
GPHYSICS
16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
50ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
70for mining of medical data, e.g. analysing previous cases of other patients
Applicants
  • UNIVERSAL RESEARCH SOLUTIONS, LLC [US]/[US]
Inventors
  • PLUMMER, Otho Raymond
  • HUSSAM, Ali Adel
Agents
  • MCDONOUGH, Christina
  • DARNO, Patrick
Priority Data
15/395,90230.12.2016US
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) DYNAMIC SEARCH AND RETRIEVAL OF QUESTIONS
(FR) RECHERCHE DYNAMIQUE ET RÉCUPÉRATION DE QUESTIONS
Abstract
(EN)
A method includes actions of accessing a database storing multiple forms of a particular type that are each associated with a score. The actions include obtaining data corresponding to one or more forms from the database storing forms that includes at least (i) one or more questions, (ii) one or more answers to the one or more questions, and (iii) a score, training a machine learning model hosted by a server, wherein training the machine learning model includes: processing the data corresponding to the one or more forms from the database storing forms into a plurality of clusters, and for each cluster, identifying a subset of questions, from the predetermined number of questions, that are uniquely associated with each cluster, and generating a dynamic question identification model based on the identified subset of questions for each cluster.
(FR)
L'invention concerne un procédé comprenant des actions consistant à accéder à une base de données stockant de multiples formulaires d'un type particulier qui sont chacun associés à un score. Les actions comprennent l'obtention de données correspondant à un ou à plusieurs formulaires à partir de la base de données stockant des formulaires comprenant au moins (i) une ou plusieurs questions, (ii) une ou plusieurs réponses aux questions et (iii) un score, entraînant un modèle d'apprentissage machine hébergé par un serveur. L'entraînement du modèle d'apprentissage machine comprend : le traitement des données correspondant aux formulaires à partir de la base de données stockant des formulaires en une pluralité de grappes, et pour chaque grappe, un sous-ensemble de questions est identifié à partir du nombre prédéfini de questions associées de manière unique à chaque grappe ; la génération d'un modèle d'identification de questions dynamiques sur la base du sous-ensemble identifié de questions pour chaque grappe.
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