Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for
White Matter Lesion Segmentation

Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion Segmentation

10 February 2023

Nataliia Molchanova

Meritxell Bach Cuadra

Papers citing "Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion Segmentation"

4 / 4 papers shown

Title
Exploiting XAI maps to improve MS lesion segmentation and detection in MRI F. Spagnolo Nataliia Molchanova Mario Ocampo Pineda L. Melie-García Meritxell Bach Cuadra Cristina Granziera Vincent Andrearczyk Adrien Depeursinge FAtt MedIm 26 0 0 21 Aug 2024
Instance-level quantitative saliency in multiple sclerosis lesion segmentation F. Spagnolo Nataliia Molchanova Roger Schaer Meritxell Bach Cuadra Mario Ocampo Pineda L. Melie-García Cristina Granziera Vincent Andrearczyk Adrien Depeursinge 23 1 0 13 Jun 2024
Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift Bruno Laboissiere Camargos Borges Bruno Machado Pacheco Danilo Silva 22 0 0 16 Feb 2024
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis Benjamin Lambert Florence Forbes A. Tucholka Senan Doyle Harmonie Dehaene M. Dojat 29 78 0 05 Oct 2022