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1. WO2020115730 - INTEGRATED SYSTEM AND METHOD FOR PERSONALIZED STRATIFICATION AND PREDICTION OF NEURODEGENERATIVE DISEASE

Publication Number WO/2020/115730
Publication Date 11.06.2020
International Application No. PCT/IL2018/051340
International Filing Date 06.12.2018
IPC
G16H 50/30 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
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
G06N 20/00 2019.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
20Machine learning
G06N 3/02 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
Applicants
  • B. G. NEGEV TECHNOLOGIES AND APPLICATIONS LTD., AT BEN-GURION UNIVERSITY [IL]/[IL]
Inventors
  • LERNER, Boaz
  • GORDON, Jonathan
  • NAHON, Aviv
Agents
  • COHEN, Mark S.
Priority Data
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) INTEGRATED SYSTEM AND METHOD FOR PERSONALIZED STRATIFICATION AND PREDICTION OF NEURODEGENERATIVE DISEASE
(FR) SYSTÈME INTÉGRÉ ET PROCÉDÉ DE STRATIFICATION PERSONNALISÉE ET DE PRÉDICTION DE MALADIE NEURODÉGÉNÉRATIVE
Abstract
(EN)
An integrated system and method for personalized stratification and prediction of neurodegenerative disease state and progression rate. Homogenous patient clusters are identified among heterogeneous patient data. Each patient cluster is characterized by specific disease factors that are used to predict disease progression state and rate for patients assigned to a particular patient cluster in accordance with his disease profile.
(FR)
Système intégré et procédé de stratification personnalisée et de prédiction de l'état et du rythme de progression d'une maladie neurodégénérative. Des groupes de patients homogènes sont identifiés parmi des données de patients hétérogènes. Chaque groupe de patients est caractérisé par des facteurs de maladies spécifiques qui sont utilisés pour prédire un état et un rythme de progression de maladie pour des patients attribués à un groupe de patients particuliers en fonction de son profil de maladie.
Latest bibliographic data on file with the International Bureau