Automatic segmentation of gadolinium-enhancing lesions in multiple sclerosis using deep learning from clinical MRI

Gadolinium-enhancing lesions reflect active disease and are critical for in-patient monitoring in multiple sclerosis (MS). In this work, we have developed the first fully automated method to segment and count the gadolinium-enhancing lesions from routine clinical MRI of MS patients. The proposed met...

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Detalles Bibliográficos
Autores principales: Gaj, Sibaji, Ontaneda, Daniel, Nakamura, Kunio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8409666/
https://www.ncbi.nlm.nih.gov/pubmed/34469432
http://dx.doi.org/10.1371/journal.pone.0255939

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