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Longitudinal detection of new MS lesions using deep learning

The detection of new multiple sclerosis (MS) lesions is an important marker of the evolution of the disease. The applicability of learning-based methods could automate this task efficiently. However, the lack of annotated longitudinal data with new-appearing lesions is a limiting factor for the trai...

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Detalles Bibliográficos
Autores principales: Kamraoui, Reda Abdellah, Mansencal, Boris, Manjon, José V., Coupé, Pierrick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10406205/
https://www.ncbi.nlm.nih.gov/pubmed/37555158
http://dx.doi.org/10.3389/fnimg.2022.948235