New lesion segmentation for multiple sclerosis brain images with imaging and lesion-aware augmentation

Multiple sclerosis (MS) is an inflammatory and demyelinating neurological disease of the central nervous system. Image-based biomarkers, such as lesions defined on magnetic resonance imaging (MRI), play an important role in MS diagnosis and patient monitoring. The detection of newly formed lesions p...

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Detalles Bibliográficos
Autores principales: Basaran, Berke Doga, Matthews, Paul M., Bai, Wenjia
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/PMC9633994/
https://www.ncbi.nlm.nih.gov/pubmed/36340756
http://dx.doi.org/10.3389/fnins.2022.1007453

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9633994/
https://www.ncbi.nlm.nih.gov/pubmed/36340756
http://dx.doi.org/10.3389/fnins.2022.1007453

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