A deep learning model for early prediction of Alzheimer's disease dementia based on hippocampal magnetic resonance imaging data.


Section for Biomedical Image Analysis (SBIA), Center for Biomedical Image Computing and Analytics (CBICA), Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. Electronic address: [Email]


It is challenging at baseline to predict when and which individuals who meet criteria for mild cognitive impairment (MCI) will ultimately progress to Alzheimer's disease (AD) dementia.


Alzheimer's disease,Deep learning,Hippocampus,Time-to-event analysis,