ALL-Net: Anatomical information lesion-wise loss function integrated into neural network for multiple sclerosis lesion segmentation

Accurate detection and segmentation of multiple sclerosis (MS) brain lesions on magnetic resonance images are important for disease diagnosis and treatment. This is a challenging task as lesions vary greatly in size, shape, location, and image contrast. The objective of our study was to develop an a...

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Detalles Bibliográficos
Autores principales: Zhang, Hang, Zhang, Jinwei, Li, Chao, Sweeney, Elizabeth M., Spincemaille, Pascal, Nguyen, Thanh D., Gauthier, Susan A., Wang, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Regular Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8521204/
https://www.ncbi.nlm.nih.gov/pubmed/34666289
http://dx.doi.org/10.1016/j.nicl.2021.102854

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8521204/
https://www.ncbi.nlm.nih.gov/pubmed/34666289
http://dx.doi.org/10.1016/j.nicl.2021.102854

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