A Spatially Constrained Deep Learning Framework for Detection of Epithelial Tumor Nuclei in Cancer Histology Images

Korsuk Sirinukunwattana, Shan-e-Ahmed Raza, Yee-Wah Tsang, David R. J. Snead, Ian Cree, Nasir M. Rajpoot. A Spatially Constrained Deep Learning Framework for Detection of Epithelial Tumor Nuclei in Cancer Histology Images. In Guorong Wu, Pierrick Coupé, Yiqiang Zhan, Brent C. Munsell, Daniel Rueckert, editors, Patch-Based Techniques in Medical Imaging - First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers. Volume 9467 of Lecture Notes in Computer Science, pages 154-162, Springer, 2015. [doi]

Abstract

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