A deep learning MRI approach outperforms other biomarkers of prodromal Alzheimer’s disease

BACKGROUND: The three core pathologies of Alzheimer’s disease (AD) are amyloid pathology, tau pathology, and neurodegeneration. Biomarkers exist for each. Neurodegeneration is often detected by neuroimaging, and we hypothesized that a voxel-based deep learning approach using structural MRI might out...

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Detalles Bibliográficos
Autores principales: Feng, Xinyang, Provenzano, Frank A., Small, Scott A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966329/
https://www.ncbi.nlm.nih.gov/pubmed/35351193
http://dx.doi.org/10.1186/s13195-022-00985-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966329/
https://www.ncbi.nlm.nih.gov/pubmed/35351193
http://dx.doi.org/10.1186/s13195-022-00985-x

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