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Brain Imaging Analysis and Biomedical Research

[Neuroimaging, Cardiovascular disease, Kidney exchanges]

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• High-dimensional varying coefficient models for Alzheimer's disease diagnosis with longitudinal and heterogeneous structural MR images. [journal]

Xiaowu Dai. 

Alzheimer's & Dementia (AD), 2018.

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• High-dimensional smoothing splines and application in Altheimer's disease prediction using magnetic resonance imaging. [journal][preprint]

Xiaowu Dai. 

Statistics in Biopharmaceutical Research (SBR), 2019.

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• A synthesis of pathways linking diet, metabolic risk and cardiovascular disease: A framework to guide further research and approaches to evidence-based practice. [journal][pubmed]

Marjorie Lima do Vale, Luke Buckner, Claudia-Gabriela Mitrofan, Kai Sento Kargbo, Rajna Golubic, Ali Ahsan Khalid, Sammyia Ashraf, Saad Mouti, Xiaowu Dai, David Unwin, Jeffrey Bohn, Lisa Goldberg, and Sumantra Ray.​ 

Nutrition Research Reviews (NRR), 2021.

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• A resampling approach for causal inference on novel two-point time-series with application to identify risk factors for type-2 diabetes and cardiovascular disease. [pdf]

Xiaowu Dai, Saad Mouti, Marjorie Lima do Vale, Sumantra Ray, Jeffrey Bohn, and Lisa Goldberg.

Preprint, 2022+; Under Revisions at Statistics in Biosciences.