Using machine learning to quantify structural MRI neurodegeneration patterns of Alzheimer's disease into dementia score: Independent validation on 8,834 images from ADNI, AIBL, OASIS, and MIRIAD databases

Biomarkers for dementia of Alzheimer's type (DAT) are sought to facilitate accurate prediction of the disease onset, ideally predating the onset of cognitive deterioration. T1‐weighted magnetic resonance imaging (MRI) is a commonly used neuroimaging modality for measuring brain structure in viv...

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Veröffentlicht in:Hum Brain Mapp
Hauptverfasser: Popuri, Karteek, Ma, Da, Wang, Lei, Beg, Mirza Faisal
Format: Artigo
Sprache:Inglês
Veröffentlicht: John Wiley & Sons, Inc. 2020
Schlagworte:
Research Articles
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7469784/
https://ncbi.nlm.nih.gov/pubmed/32614505
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/hbm.25115
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