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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Detalles Bibliográficos
Publicado en:Biomedical Informatics Insights no. 10; pp. 1 - 2
Autores principales: Srivastava, Arunima, Kulkarni, Chaitanya, Huang, Kun, Parwani, Anil, Mallick, Parag, Machiraju, Raghu
Formato: pictorial research tables/charts Journal Article
Publicado: Sage Publications Inc. 2018
Acceso en línea:Ver este registro en EBSCOhost