Multivariate statistical analysis of diffusion imaging parameters using partial least squares: Application to white matter variations in Alzheimer's disease

Author:

Konukoglu Ender,Coutu Jean-Philippe,Salat David H.,Fischl Bruce

Funder

National Institutes of Health

Center for Functional Neuroimaging Technologies

Biomedical Technology Program of the National Center for Research Resources (NCRR), National Institutes of Health

NCRR Shared Instrumentation Grant Program

High-End Instrumentation Grant Program

Fonds Québécois de la Recherche – Santé

National Center for Research Resources

National Institute for Biomedical Imaging and Bioengineering

National Institute on Aging

National Center for Alternativ Medicine

National Institute for Neurological Disorders and Stroke

Shared Instrumentation Grants

Ellison Medical Foundation

NIH Blueprint for Neuroscience Research

Alzheimer's Disease Neuroimaging Initiative (ADNI)

DOD ADNI

Department of Defense

National Institute of Biomedical Imaging and Bioengineering

Alzheimer's Association

Alzheimer's Drug Discovery Foundation

Araclon Biotech

BioClinica, Inc.

Biogen Idec Inc.

Bristol-Myers Squibb Company

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.

Medpace, Inc.

Merck & Co., Inc.

Meso Scale Diagnostics, LLC.

NeuroRx Research

Neurotrack Technologies

Novartis Pharmaceuticals Corporation

Pfizer Inc.

Piramal Imaging

Servier

Synarc Inc.

Takeda Pharmaceutical Company

Canadian Institutes of Health Research

Publisher

Elsevier BV

Subject

Cognitive Neuroscience,Neurology

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1. Symmetric data-driven fusion of diffusion tensor MRI: Age differences in white matter;Frontiers in Neurology;2023-04-17

2. Discriminative patterns of white matter changes in Alzheimer's;Psychiatry Research: Neuroimaging;2023-01

3. Comparison of pre-processing and feature extraction techniques for Alzheimer detection using MRI images;2022 Fifth International Conference on Computational Intelligence and Communication Technologies (CCICT);2022-07

4. Connection between microstructural alterations detected by diffusion MRI and cognitive dysfunction in MS: A model-free analysis approach;Multiple Sclerosis and Related Disorders;2022-01

5. Neuroimaging Findings in Mild Cognitive Impairment;PET and SPECT in Neurology;2020-10-11

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