CBIR system using Capsule Networks and 3D CNN for Alzheimer's disease diagnosis

Author:

Kruthika K.R.,Rajeswari ,Maheshappa H.D.

Funder

AD Neuroimaging Initiative

National Institutes of Health

DOD

ADNI

National Institute on Aging

National Institute of Biomedical Imaging and Bioengineering

AbbVie

Alzheimer's Association

Alzheimer's Drug Discovery Foundation

Araclon Biotech

BioClinica

Biogen

Bristol-Myers Squibb Company

CereSpir, Inc

Cogstate

Eisai

Pharmaceuticals

Eli Lilly and Company

EuroImmun

F. Hoffmann-La Roche Ltd and its affiliated company Genentech, Inc

Fujirebio

GE Healthcare

IXICO Ltd

Janssen Alzheimer Immunotherapy Research Development, LLC

Johnson Johnson Pharmaceutical Research Development LLC

Lumosity

Lundbeck

Merck

Meso Scale Diagnostics, LLC

NeuroRx Research

Neurotrack Technologies

Novartis Pharmaceuticals Corporation

Pfizer

Piramal Imaging

Servier

Takeda Pharmaceutical Company

Transition Therapeutics

Canadian Institutes of Health Research

ADNI clinical sites in Canada

Foundation for the National Institutes of Health

Northern California Institute for Research and Education

Publisher

Elsevier BV

Subject

Health Informatics

Reference50 articles.

1. Is the risk of Alzheimer's disease and dementia declining?;Langa;Alzheimer's Res Ther,2015

2. Alzheimer disease in the United States (2010–2050) estimated using the 2010 census;Hebert;Neurology,2013

3. The worldwide economic impact of dementia 2010;Wimo;Alzheimer's Dementia,2013

4. Hinton. Imagenet classification with deep convolutional neural networks;Krizhevsky,2016

5. Deep residual learning for image recognition;He,2016

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