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Predicting Brain Amyloid Positivity from T1 weighted brain MRI and MRI-derived Gray Matter, White Matter and CSF maps using Transfer Learning on 3D CNNs
Abnormal β-amyloid (Aβ) accumulation in the brain is an early indicator of Alzheimer’s disease and practical tests could help identify patients who could respond to treatment, now that promising anti-amyloid drugs are available. Even so, Aβ positivity (Aβ+) is assessed using PET or CSF assays, both...
Autores principales: | Chattopadhyay, Tamoghna, Ozarkar, Saket S., Buwa, Ketaki, Thomopoulos, Sophia I., Thompson, Paul M. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9949045/ https://www.ncbi.nlm.nih.gov/pubmed/36824826 http://dx.doi.org/10.1101/2023.02.15.528705 |
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