Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust

22 September 2022

Papers citing "Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust"

4 / 4 papers shown

Title
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis Nataliia Molchanova A. Cagol Pedro M. Gordaliza Mario Ocampo Pineda Po--Jui Lu ... Xinjie Chen Adrien Depeursinge Cristina Granziera Henning Müller Meritxell Bach Cuadra 175 1 0 08 Jul 2024
Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion Segmentation Nataliia Molchanova Vatsal Raina A. Malinin Francesco La Rosa Adrien Depeursinge Mark Gales Cristina Granziera Henning Muller Mara Graziani Meritxell Bach Cuadra 169 8 0 15 Nov 2023
Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosisIEEE International Symposium on Biomedical Imaging (ISBI), 2022 Nataliia Molchanova Vatsal Raina A. Malinin Francesco La Rosa Henning Muller Mark Gales Cristina Granziera Mara Graziani Meritxell Bach Cuadra 169 11 0 09 Nov 2022
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 222 134 0 05 Oct 2022