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Machine Learning for Diagnosis of AD and Prediction of MCI Progression From Brain MRI Using Brain Anatomical Analysis Using Diffeomorphic Deformation

Background: With the growing momentum for the adoption of machine learning (ML) in medical field, it is likely that reliance on ML for imaging will become routine over the next few years. We have developed a software named BAAD, which uses ML algorithms for the diagnosis of Alzheimer's disease...

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Detalles Bibliográficos
Autores principales: Syaifullah, Ali Haidar, Shiino, Akihiko, Kitahara, Hitoshi, Ito, Ryuta, Ishida, Manabu, Tanigaki, Kenji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7893082/
https://www.ncbi.nlm.nih.gov/pubmed/33613411
http://dx.doi.org/10.3389/fneur.2020.576029