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

Author:

Li Hongming1,Habes Mohamad12,Wolk David A.2,Fan Yong1,

Affiliation:

1. Section for Biomedical Image Analysis (SBIA)Center for Biomedical Image Computing and Analytics (CBICA)Department of RadiologyPerelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA

2. Cognitive Neurology DivisionPerelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA

Funder

National Institutes of Health

Alzheimer's Disease Neuroimaging Initiative

U.S. Department of Defense

GE Healthcare

Merck

Eli Lilly

Janssen

DOD

ADNI

National Institute on Aging

National Institute of Biomedical Imaging and Bioengineering

AbbVie

Alzheimer's Association

Alzheimer's Drug Discovery Foundation

BioClinica, Inc.

Biogen

Bristol-Myers Squibb Company

Eisai Inc.

Eli Lilly and Company

F. Hoffmann-La Roche

Genentech, Inc.

Johnson & Johnson Pharmaceutical Research & Development LLC

Lundbeck

Merck & Co., Inc.

Meso Scale Diagnostics

Novartis Pharmaceuticals Corporation

Pfizer Inc.

Servier

Takeda Pharmaceutical Company

Publisher

Wiley

Subject

Psychiatry and Mental health,Cellular and Molecular Neuroscience,Geriatrics and Gerontology,Clinical Neurology,Developmental Neuroscience,Health Policy,Epidemiology

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