Joint independent component analysis for hypothesizing spatiotemporal relationships between longitudinal gray and white matter changes in preclinical Alzheimer's disease.

Cai, Leon Y; Rheault, Francois; Kerley, Cailey I; Aboud, Katherine S; Beason-Held, Lori L; Shafer, Andrea T; Resnick, Susan M; Jordan, Lori C; Anderson, Adam W; Schilling, Kurt G; Landman, Bennett A

Cai, Leon Y; Rheault, Francois; Kerley, Cailey I; Aboud, Katherine S; Beason-Held, Lori L; Shafer, Andrea T; Resnick, Susan M; Jordan, Lori C; Anderson, Adam W; Schilling, Kurt G; Landman, Bennett A.

Affiliation

Cai LY; Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.
Rheault F; Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA.
Kerley CI; Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA.
Aboud KS; Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA.
Beason-Held LL; Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health,Baltimore, MD, USA.
Shafer AT; Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health,Baltimore, MD, USA.
Resnick SM; Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health,Baltimore, MD, USA.
Jordan LC; Departments of Pediatrics and Neurology, Vanderbilt University Medical Center, Nashville, TN, USA.
Anderson AW; Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.
Schilling KG; Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, USA.
Landman BA; Vanderbilt University Institute of Imaging Science, Vanderbilt University, Nashville, TN, USA.

Proc SPIE Int Soc Opt Eng ; 120322022.

Article in En | MEDLINE | ID: mdl-36303573

Key words

Alzheimer's disease; cortical morphometry; fiber tractography; independent component analysis; longitudinal; multimodal MRI; spatiotemporal modeling; white matter pathway shape analysis

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