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Neighborhood Watch: Representation Learning with Local-Margin Triplet Loss and Sampling Strategy for K-Nearest-Neighbor Image Classification

Oct 28, 2019
Phawis Thammasorn, Daniel Hippe, Wanpracha Chaovalitwongse, Matthew Spraker, Landon Wootton, Matthew Nyflot, Stephanie Combs, Jan Peeken, Eric Ford

* Triplet Network, Representation Learning, Transfer Learning, Nearest Neighbor, Medical Image Classification 

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Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation

Aug 14, 2019
Fernando Navarro, Suprosanna Shit, Ivan Ezhov, Johannes Paetzold, Andrei Gafita, Jan Peeken, Stephanie Combs, Bjoern Menze

* Accepted in MLMI Workshop 2019 MICCAI 

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