AUTOMATED DIAGNOSTIC TECHNIQUE FOR DISEASES Russian patent published in 2015 - IPC G06Q50/22 G06F19/00 A61B5/00 

FIELD: medicine.

SUBSTANCE: invention refers to medicine, particularly to diagnostic technique for diseases. The technique implies specifying the characteristics, which spatially comprise detectable clusters formed by points of two types; the first type encloses the patients with a confirmed diagnosis of a diagnosable disease; the second type related to the patients having no diagnosable disease; training samples for classifiers consisting of medoid points for each cluster and boundary points separating the clusters are determined. A classification procedure involves using the boundary point classifier according to a special majority variant; the medoid point classifier is used for the points classified by other than the first classifier according to the special majority variant; and for the rest points - the boundary point classifier according to the simple majority variant. After the diagnosis is confirmed, it is decided that the characteristics of the examined patient are included into the training samples, if these characteristics improve the detection accuracy.

EFFECT: higher accuracy for diagnosing the disease.

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