Attention-guided sampling for colorectal cancer analysis with digital pathology

Improvements to patient care through the development of automated image analysis in pathology are restricted by the small image patch size that can be processed by convolutional neural networks (CNNs), when compared to the whole-slide image (WSI). Tile-by-tile processing across the entire WSI is slo...

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Bibliographic Details
Main Authors: Andrew Broad, Alexander I. Wright, Marc de Kamps, Darren Treanor
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Journal of Pathology Informatics
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2153353922007040