Deep Convolutional Neural Networks for Histological Image Analysis in Gastric Carcinoma Whole Slide Images

Introduction/ Background In this paper, histopathological whole slide images of gastric carcinoma are analyzed using deep learning methods. A convolutional neural network architecture is proposed for two classification applications in H&E stained tissue images, namely, cancer classification b...

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Bibliographic Details
Main Authors: H. Sharma, N. Zerbe, I. Klempert, O. Hellwich, P. Hufnagl
Format: Article
Language:English
Published: DiagnomX 2016-10-01
Series:Diagnostic Pathology
Online Access:http://www.diagnosticpathology.eu/content/index.php/dpath/article/view/230