Generalized reduced rank latent factor regression for high dimensional tensor fields, and neuroimaging-genetic applications

Author:

Tao Chenyang,Nichols Thomas E.,Hua Xue,Ching Christopher R.K.,Rolls Edmund T.,Thompson Paul M.,Feng Jianfeng

Funder

China Scholarship Council (CSC)

National Natural Science Foundation of China

Wellcome Trust

NIH

National High Technology Research and Development Program of China

Key Project of Shanghai Science & Technology Innovation Plan

National Centre for Mathematics and Interdisciplinary Sciences (NCMIS) of the Chinese Academy of Sciences

Key Program of the National Natural Science Foundation of China

Shanghai Soft Science Research Program

Alzheimer's Disease Neuroimaging Initiative (ADNI)

DOD ADNI

National Institute on Aging

National Institute of Biomedical Imaging and Bioengineering

AbbVie

Alzheimers Association

Alzheimers Drug Discovery Foundation

Araclon Biotech

BioClinica, Inc.

Biogen

Bristol-Myers Squibb Company

CereSpir, Inc.

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, LLC.

NeuroRx Research

Neurotrack Technologies

Novartis Pharmaceuticals Corporation

Pfizer Inc.

Piramal Imaging

Servier

Takeda Pharmaceutical Company

Transition Therapeutics

Canadian Institutes of Health Research

National Institutes of Health

Apocrita HPC system at Queen Mary University of London

Publisher

Elsevier BV

Subject

Cognitive Neuroscience,Neurology

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3. Avron, H., Kale, S., Kasiviswanathan, S., Sindhwani, V., 2012. Efficient and practical stochastic subgradient descent for nuclear norm regularization. arXiv preprint arXiv:1206.6384

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5. Anterior cingulate, gyrus rectus, and orbitofrontal abnormalities in elderly depressed patients;Ballmaier;Am. J. Psychiatry,2014

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