Deep learning for classification of colorectal polyps on whole-slide images

• Main Authors: Bruno Korbar (Author), Andrea M Olofson (Author), Allen P Miraflor (Author), Catherine M Nicka (Author), Matthew A Suriawinata (Author), Lorenzo Torresani (Author), Arief A Suriawinata (Author), Saeed Hassanpour (Author)
• Format: Book
• Published: Elsevier, 2017-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Context: Histopathological characterization of colorectal polyps is critical for determining the risk of colorectal cancer and future rates of surveillance for patients. However, this characterization is a challenging task and suffers from significant inter- and intra-observer variability. Aims: We...