New multiple sclerosis lesion segmentation and detection using pre-activation U-Net

Automated segmentation of new multiple sclerosis (MS) lesions in 3D MRI data is an essential prerequisite for monitoring and quantifying MS progression. Manual delineation of such lesions is time-consuming and expensive, especially because raters need to deal with 3D images and several modalities. I...

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Detalles Bibliográficos
Autores principales: Ashtari, Pooya, Barile, Berardino, Van Huffel, Sabine, Sappey-Marinier, Dominique
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/PMC9646406/
https://www.ncbi.nlm.nih.gov/pubmed/36389254
http://dx.doi.org/10.3389/fnins.2022.975862

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9646406/
https://www.ncbi.nlm.nih.gov/pubmed/36389254
http://dx.doi.org/10.3389/fnins.2022.975862

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