Attention-guided sampling for colorectal cancer analysis with digital pathology

• Main Authors: Andrew Broad (Author), Alexander I. Wright (Author), Marc de Kamps (Author), Darren Treanor (Author)
• Format: Book
• Published: Elsevier, 2022-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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...