Online hard example mining vs. fixed oversampling strategy for segmentation of new multiple sclerosis lesions from longitudinal FLAIR MRI

Detecting new lesions is a key aspect of the radiological follow-up of patients with Multiple Sclerosis (MS), leading to eventual changes in their therapeutics. This paper presents our contribution to the MSSEG-2 MICCAI 2021 challenge. The challenge is focused on the segmentation of new MS lesions u...

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Detalles Bibliográficos
Autores principales: Schmidt-Mengin, Marius, Soulier, Théodore, Hamzaoui, Mariem, Yazdan-Panah, Arya, Bodini, Benedetta, Ayache, Nicholas, Stankoff, Bruno, Colliot, Olivier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9672803/
https://www.ncbi.nlm.nih.gov/pubmed/36408404
http://dx.doi.org/10.3389/fnins.2022.1004050

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