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Deep joint learning of pathological region localization and Alzheimer’s disease diagnosis

The identification of Alzheimer’s disease (AD) using structural magnetic resonance imaging (sMRI) has been studied based on the subtle morphological changes in the brain. One of the typical approaches is a deep learning-based patch-level feature representation. For this approach, however, the predet...

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Detalles Bibliográficos
Autores principales: Park, Changhyun, Jung, Wonsik, Suk, Heung-Il
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10356790/
https://www.ncbi.nlm.nih.gov/pubmed/37468538
http://dx.doi.org/10.1038/s41598-023-38240-4