On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness

Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester. On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness. In Moi Hoon Yap, Connah Kendrick, Bill Cassidy, editors, Diabetic Foot Ulcers Grand Challenge - Third Challenge, DFUC 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Volume 13797 of Lecture Notes in Computer Science, pages 40-51, Springer, 2022. [doi]

Abstract

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