Transductive Transfer Learning for Domain Adaptation in Brain Magnetic Resonance Image Segmentation

Segmentation of brain images from Magnetic Resonance Images (MRI) is an indispensable step in clinical practice. Morphological changes of sub-cortical brain structures and quantification of brain lesions are considered biomarkers of neurological and neurodegenerative disorders and used for diagnosis...

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Publicado en:Front Neurosci
Autores principales: Kushibar, Kaisar, Salem, Mostafa, Valverde, Sergi, Rovira, Àlex, Salvi, Joaquim, Oliver, Arnau, Lladó, Xavier
Formato: Artigo
Lenguaje:Inglês
Publicado: Frontiers Media S.A. 2021
Materias:
Neuroscience
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC8116893/
https://ncbi.nlm.nih.gov/pubmed/33994917
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2021.608808
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