Imitating Pathologist Based Assessment With Interpretable and Context Based Neural Network Modeling of Histology Images.

Convolutional neural networks (CNNs) have gained steady popularity as a tool to perform automatic classification of whole slide histology images. While CNNs have proven to be powerful classifiers in this context, they fail to explain this classification, as the network engineered features used for m...

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Bibliographic Details

Published in:	Biomedical Informatics Insights no. 10; pp. 1 - 2
Main Authors:	Srivastava, Arunima, Kulkarni, Chaitanya, Huang, Kun, Parwani, Anil, Mallick, Parag, Machiraju, Raghu
Format:	pictorial research tables/charts Journal Article
Published:	Sage Publications Inc. 2018
Online Access:	View this record in EBSCOhost