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

13 September 2022

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

6 / 6 papers shown

Title
Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network Yuxuan Gu Catherine Spurin Gege Wen AI4CE 73 0 0 21 Nov 2024
Efficient GANs for Document Image Binarization Based on DWT and Normalization Rui-Yang Ju KokSheik Wong Jen-Shiun Chiang 20 0 0 05 Jul 2024
Benchmarking Retinal Blood Vessel Segmentation Models for Cross-Dataset and Cross-Disease Generalization Jeremiah Fadugba Patrick Köhler Lisa M. Koch P. Manescu Philipp Berens 25 0 0 21 Jun 2024
A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention Amarjeet Kumar Hongxu Jiang Muhammad Imran Cyndi Valdes Gabriela Leon Dahyun Kang Parvathi Nataraj Yuyin Zhou Michael D. Weiss Wei Shao 27 7 0 30 Apr 2024
StenUNet: Automatic Stenosis Detection from X-ray Coronary Angiography Hui Lin Tom Liu Aggelos K. Katsaggelos Adrienne Kline 6 4 0 23 Oct 2023
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 25 393 0 08 Feb 2021