PATHOLOGICAL DIAGNOSIS CLASSIFYING APPARATUS FOR MEDICAL IMAGE AND PATHOLOGICAL DIAGNOSIS SYSTEM USING THE SAME

摘要

The present invention relates to a pathological diagnosis classifying apparatus for a medical image and a pathological diagnosis system using the same and, more particularly, to an apparatus and a system capable of efficiently classifying a medical image through learning based on machine-learning and performing pathological diagnosis. The present invention provides the pathological diagnosis classifying apparatus for the medical image and the pathological diagnosis system using the same, in which the pathological diagnosis classifying apparatus for the medical image includes: a feature extraction unit for extracting feature data with respect to an input image by a feature extraction variable; a feature vector conversion unit for converting the extracted feature data into a feature vector by a vector conversion variable; and a vector classification unit for classifying the feature vector by a classification variable to output a pathological diagnosis classification result with respect to the input image. The feature extraction unit, the feature vector conversion unit, and the vector classification unit learn from a first tagged image having a first tag indicating lesion existence and pathological diagnosis data, a second tagged image having the first tag and a second tag indicating location data of the lesion, and an image without tag data.