Expert system for classification and prediction of genetic...

G - Physics – 06 – F

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G06F 19/00 (2006.01)

Patent

CA 2430142

The present invention is directed to methods, devices and systems for classifying genetic conditions, diseases, tumors etc., and/or for predicting genetic diseases, and/or for associating molecular genetic parameters with clinical parameters and/or for identifying tumors by gene expression profiles etc. The invention specifies such methods, devices and systems with the steps of providing molecular genetic data and/or clinical data, automatically classification, prediction, association and/or identification bata by means of a supervising machine learning system. There are further described methods making use of these steps and respective means.

L'invention concerne des procédés, des dispositifs et des systèmes permettant de classifier des états génétiques, des maladies, des tumeurs, etc. et/ou d'établir des prédictions relatives aux maladies génétiques, et/ou d'associer des paramètres génétiques moléculaires à des paramètres cliniques et/ou d'identifier des tumeurs par le biais de profils d'expression génique, etc. L'invention concerne également des procédés, des dispositifs et des systèmes reposant sur la séquence d'opérations suivantes: présentation de données génétiques moléculaires et/ou cliniques, établissement automatique de données de classification, de prédiction, d'association et/ou d'identification par le biais d'un système d'apprentissage de machine de supervision. L'invention concerne par ailleurs des procédés relatifs à l'utilisation de ces opérations, et des moyens correspondants.

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