Cognitive biomarker prioritization in Alzheimer's Disease using brain morphometric data.

Bo PengXiaohui YaoShannon L RisacherAndrew J SaykinLi ShenXia Ningnull null

Published in: BMC medical informatics and decision making (2020)

The proposed paradigm achieves superior performance on prioritizing cognitive biomarkers. The cognitive biomarkers prioritized on top have great potentials to facilitate personalized diagnosis, disease subtyping, and ultimately precision medicine in AD.

Keyphrases

electronic health record
cognitive decline
resting state
machine learning
functional connectivity
deep learning
blood brain barrier
cerebral ischemia
subarachnoid hemorrhage