Dr. Katherine S. Aboud Profile

Dr. Katherine S. Aboud

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Publications (3)

Proceedings Article | 4 April 2022 Presentation + Paper

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

Leon Cai, Francois Rheault, Cailey Kerley, Katherine Aboud, Lori Beason-Held, Andrea Shafer, Susan Resnick, Lori Jordan, Adam Anderson, Kurt Schilling, Bennett Landman

Proceedings Volume 12032, 120321H (2022) https://doi.org/10.1117/12.2611562

KEYWORDS: Independent component analysis, Visualization, Magnetic resonance imaging, Alzheimer's disease, Brain, Diffusion tensor imaging, Principal component analysis, Neuroimaging, Data modeling, Shape analysis

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Proceedings Article | 15 February 2021 Presentation + Paper

Joint analysis of structural connectivity and cortical surface features: correlates with mild traumatic brain injury

Cailey Kerley, Leon Cai, Chang Yu, Logan Crawford, Jason Elenberger, Eden Singh, Kurt Schilling, Katherine Aboud, Bennett Landman, Tonia Rex

Proceedings Volume 11596, 115960R (2021) https://doi.org/10.1117/12.2580902

KEYWORDS: Traumatic brain injury, Independent component analysis, Principal component analysis, Pathology, Magnetic resonance imaging, Injuries, Diffusion, Brain mapping, Brain

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Joint cortical surface and structural connectivity analysis of Alzheimer’s disease

Leon Cai, Cailey Kerley, Chang Yu, Katherine Aboud, Lori Beason-Held, Andrea Shafer, Susan Resnick, Lori Jordan, Adam Anderson, Kurt Schilling, Ilwoo Lyu, Bennett Landman

Proceedings Volume 11596, 1159630 (2021) https://doi.org/10.1117/12.2580956

KEYWORDS: Alzheimer's disease, Principal component analysis, Magnetic resonance imaging, Electroencephalography, Neuroimaging, Independent component analysis, Hemodynamics, Functional magnetic resonance imaging, Diffusion, Control systems

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