DeepLesionBrain: Towards a broader deep-learning generalization for
multiple sclerosis lesion segmentation

DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation

14 December 2020

Boris Mansencal

Pierrick Coupé

Papers citing "DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation"

11 / 11 papers shown

Title
Point Cloud-based Grasping for Soft Hand Exoskeleton Chen Hu Enrica Tricomi Eojin Rho Daekyum Kim L. Masia Shan Luo Letizia Gionfrida 34 0 0 04 Apr 2025
Learning to segment anatomy and lesions from disparately labeled sources in brain MRI Meva Himmetoglu Ilja Ciernik E. Konukoglu 37 0 0 24 Mar 2025
Toward Generalizable Multiple Sclerosis Lesion Segmentation Models Liviu Badea Maria Popa AI4CE 23 0 0 25 Oct 2024
A Survey on Domain Generalization for Medical Image Analysis Ziwei Niu Shuyi Ouyang Shiao Xie Yen-wei Chen Lanfen Lin OOD LM&MA 25 5 0 07 Feb 2024
Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion Jinwei Zhang Lianrui Zuo Blake E Dewey Samuel W. Remedios D. L. Pham A. Carass Jerry L. Prince AI4CE 17 2 0 03 Dec 2023
Domain Generalization for Medical Image Analysis: A Survey Jee Seok Yoon Kwanseok Oh Yooseung Shin Maciej A Mazurowski Heung-Il Suk LM&MA OOD 35 4 0 05 Oct 2023
Longitudinal detection of new MS lesions using Deep Learning R. A. Kamraoui Boris Mansencal J. V. Manjón Pierrick Coupé MedIm 10 6 0 16 Jun 2022
Towards better Interpretable and Generalizable AD detection using Collective Artificial Intelligence H. Nguyen Michael Clement Boris Mansencal Pierrick Coupé MedIm 31 6 0 07 Jun 2022
A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation Lucas Fidon Michael Aertsen Florian Kofler A. Bink A. David ... Marlene Stuempflen Esther Van Elslander Sébastien Ourselin Jan Deprest Tom Kamiel Magda Vercauteren 21 16 0 05 Apr 2022
ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities Han Liu Yubo Fan Hao Li Jiachen Wang Dewei Hu C. Cui Ho Hin Lee Huahong Zhang I. Oguz 18 30 0 07 Mar 2022
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 278 2,888 0 15 Sep 2016