Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features

Xu, Yan; Jia, Zhipeng; Wang, Liang-Bo; Ai, Yuqing; Zhang, Fang; Lai, Maode; Chang, Eric

doi:10.1186/s12859-017-1685-x

Public

Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features

Published in BMC Bioinformatics • May 26, 2017

Authors:

Yan Xu

Zhipeng Jia

Liang-Bo Wang

Abstract

BACKGROUND: Histopathology image analysis is a gold standard for cancer recognition and diagnosis. Automatic analysis of histopathology images can help pathologists diagnose tumor and cancer subtypes, alleviating the workload of pathologists. There are two basic types of tasks in digital histopathol...

Subject

Histopathology

Artificial intelligence

Computer science

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