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Biomedical Discovery and Applications
[Neuroimaging Data Analysis, Diabetes Study, Kidney Exchange]
(Note: students under my supervision; † equal contribution; * corresponding author)​​
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Neuroimaging Data Analysis​
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High-dimensional varying coefficient models for Alzheimer's disease diagnosis with longitudinal and heterogeneous structural MR images.
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][reprint][preprint]
Xiaowu Dai*.
Statistics in Biopharmaceutical Research (SBR), 2020.
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Diabetes Study
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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​][reprint][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. [journal][reprint][preprint][code]
Xiaowu Dai*, Saad Mouti, Marjorie Lima do Vale, Sumantra Ray, Jeffrey Bohn, and Lisa Goldberg.
Statistics in Biosciences (SIBS), 2023.
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Kidney Exchange
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A data envelopment analysis approach for assessing fairness in resource allocation: Application to kidney exchange programs. [pdf][code]
Ali Kaazempur-Mofrad, and Xiaowu Dai*.
Under R&R at Annals of Applied Statistics (AoAS), 2024.
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Mingrui Zhang, Xiaowu Dai*, and Lexin Li*.
Under Major Revisions at Statistics in Biosciences (SIBS), 2024.