Hyo-eun Kim,Sang-heum Hwang,Seung-wook Paek,Jung-in Lee,Min-hong Jang,Dong-geun Yoo,Kyung-hyun Paeng,Sung-gyun Park
申请号:
US15113644
公开号:
US10013757B2
申请日:
2015.09.08
申请国别(地区):
US
年份:
2018
代理人:
摘要:
The present invention relates to a classification apparatus for pathologic diagnosis of a medical image and a pathologic diagnosis system using the same. According to the present invention, there is provided a classification apparatus for pathologic diagnosis of a medical image, including: a feature extraction unit configured to extract feature data for an input image using a feature extraction variable; a feature vector transformation unit configured to transform the extracted feature data into a feature vector using a vector transform variable; and a vector classification unit configured to classify the feature vector using a classification variable, and to output the results of the classification of pathologic diagnosis for the input image; wherein the feature extraction unit, the feature vector transformation unit and the vector classification unit are trained based on a first tagged image, a second tagged image, and an image having no tag information.