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

• Glavni autori: Bruno Korbar (Autor), Andrea M Olofson (Autor), Allen P Miraflor (Autor), Catherine M Nicka (Autor), Matthew A Suriawinata (Autor), Lorenzo Torresani (Autor), Arief A Suriawinata (Autor), Saeed Hassanpour (Autor)
• Format: Knjiga
• Izdano: Elsevier, 2017-01-01T00:00:00Z.
• Teme: article
• Online pristup: 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...