Improving Alzheimer's stage categorization with Convolutional Neural Network using transfer learning and different magnetic resonance imaging modalities

Author:

Aderghal KarimORCID,Afdel Karim,Benois-Pineau JennyORCID,Catheline Gwénaëlle

Funder

The Franco-Moroccan TOUBKAL Research Grant AlClass

LaBRI, University of Bordeaux/ CNRS / Bordeaux-INP

National Institutes of Health

Department of Defense

National Institute on Aging

National Institute of Biomedical Imaging and Bioengineering

AbbVie

Alzheimer's Association

Alzheimer's Drug Discovery Foundation

Araclon Biotech

BioClinica, Inc.

Biogen

Bristol-Myers Squibb Company

CereSpir, Inc.

Cogstate

Eisai Inc.

Elan Pharmaceuticals, Inc.

Eli Lilly and Company

EuroImmun

F. Hoffmann-La Roche Ltd

Genentech, Inc.

Fujirebio

GE Healthcare

IXICO Ltd

Janssen Alzheimer Immunotherapy Research & Development, LLC.

Johnson & Johnson Pharmaceutical Research & Development LLC.

Lumosity

Lundbeck

Merck & Co., Inc.

Meso Scale Diagnostics

NeuroRx Research

Neurotrack Technologies

Novartis Pharmaceuticals Corporation

Pfizer Inc.

Piramal Imaging

Servier

Takeda Pharmaceutical Company

Transition Therapeutics

Canadian Institutes of Health Research

Foundation for the National Institutes of Health

Northern California Institute for Research and Education

Publisher

Elsevier BV

Subject

Multidisciplinary

Reference66 articles.

1. 2018 Alzheimer's disease facts and figures;A. Association;Alzheimer's Dement.,2018

2. Alzheimer's disease;Lane;Eur. J. Neurol.,2017

3. Reviews: current concepts in Alzheimer's disease: a multidisciplinary review;Minati;Am. J. Alzheimer's Dis. Other Dement.,2009

4. The clinical use of structural MRI in Alzheimer disease;Frisoni;Nat. Rev. Neurol.,2010

5. Memory disorders in probable Alzheimer's disease: the role of hippocampal atrophy as shown with MRI;Deweer;J. Neurol. Neurosurg. Psychiatry,1995

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