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3D U-Net for automated detection of multiple sclerosis lesions: utility of transfer learning from other pathologies
BACKGROUND AND PURPOSE: Deep learning algorithms for segmentation of multiple sclerosis (MS) plaques generally require training on large datasets. This manuscript evaluates the effect of transfer learning from segmentation of another pathology to facilitate use of smaller MS-specific training datase...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10641790/ https://www.ncbi.nlm.nih.gov/pubmed/37965219 http://dx.doi.org/10.3389/fnins.2023.1188336 |