Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest

no code implementations • 1 Mar 2016 • Korsuk Sirinukunwattana, Josien P. W. Pluim, Hao Chen, Xiaojuan Qi, Pheng-Ann Heng, Yun Bo Guo, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu, Philipp Kainz, Michael Pfeiffer, Martin Urschler, David R. J. Snead, Nasir M. Rajpoot

Colorectal adenocarcinoma originating in intestinal glandular structures is the most common form of colon cancer.

Semantic Segmentation of Colon Glands with Deep Convolutional Neural Networks and Total Variation Segmentation

no code implementations • 21 Nov 2015 • Philipp Kainz, Michael Pfeiffer, Martin Urschler

Segmentation of histopathology sections is an ubiquitous requirement in digital pathology and due to the large variability of biological tissue, machine learning techniques have shown superior performance over standard image processing methods.

General Classification Segmentation +1