Articles with "deep weak" as a keyword



Constrained Deep Weak Supervision for Histopathology Image Segmentation

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Published in 2017 at "IEEE Transactions on Medical Imaging"

DOI: 10.1109/tmi.2017.2724070

Abstract: In this paper, we develop a new weakly supervised learning algorithm to learn to segment cancerous regions in histopathology images. This paper is under a multiple instance learning (MIL) framework with a new formulation, deep… read more here.

Keywords: image; weak supervision; histopathology; histopathology image ... See more keywords