Systems and methods for disease diagnosis

Details Systems and methods for disease diagnosis Systems and methods for disease diagnosis

G - Physics

01

N

G01N 33/48 (2006.01)

Patent

CA 2557347

The present invention is directed to improved systems and methods for distinguishing and classifying subjects based on analysis of biological materials. Methods for the analysis of multivariate data collected from a plurality of subjects of known class are provided. The results of such analyses include a set of intermediate combined classifiers as well as a metal variable that relates directly to the classes of the subjects in a training population. Both the intermediate combined classifiers and the final meta model are used to distinguish and classify subjects of previously unknown class.

La présente invention concerne des procédés et systèmes améliorés permettant de distinguer et de classer des sujets à partir de l'analyse de matières biologiques. Cette invention concerne également des procédés pour l'analyse de données à plusieurs variables collectées d'une pluralité de sujets de catégorie connue. Les résultats de ces analyses comprennent un ensemble de classificateurs combinés intermédiaires ainsi qu'une méta-variable concernant directement les catégories des sujets dans une population d'apprentissage. Les classificateurs combinés intermédiaires et le méta-modèle final sont utilisés pour distinguer et classer des sujets de catégorie auparavant inconnue.

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