Penalized Entropy: a novel loss function for uncertainty estimation and optimization in medical image classification

Dehua Feng, Xi Chen, Xiaoyu Wang, Jiahuan Lv, Ling Bai, Shu Zhang, Zhiguo Zhou. Penalized Entropy: a novel loss function for uncertainty estimation and optimization in medical image classification. In LinLin Shen, Alejandro Rodríguez González, Kc Santosh, Zhihui Lai, Rosa Sicilia, João Rafael Almeida, Bridget Kane, editors, 35th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2022, Shenzen, China, July 21-23, 2022. pages 306-310, IEEE, 2022. [doi]

Abstract

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