Award

Statistical methods for large and complex databases of ultra-high-dimensional

Description: PUBLIC HEALTH RELEVANCE: This project involves the development of statistical frameworks and methods for the analysis of complex ultra-high-dimensional biomedical imaging. Methods developed are applied to study the clinical management and etiology of multiple sclerosis and Alzheimer's disease longitudinally and cross-sectionally.
Funding type: research
Funder scheme: R01
Start date: 2013-09-28
End date: 2019-07-31
Investigator: RUSSELL TAKESHI SHINOHARA
Institution: UNIVERSITY OF PENNSYLVANIA
Funded outputs count: 152
Funder award ID: R01NS085211
OpenAlex ID: G1960095986
2026 · Andrew Y. Revell, Marc Jaskir, et al. · Annals of Neurology · 2
2025 · Erica B. Baller, Elena C. Cooper, et al. · Biological Psychiatry
2025 · Erica B. Baller, Audrey C. Luo, et al. · JAMA Network Open · 6
2024 · Andrew A. Chen, Kelly Clark, et al. · PLoS Computational Biology · 2
2023 · Erica B. Baller, Elizabeth M. Sweeney, et al. · Biological Psychiatry · 36
2023 · Andrew A Chen, Sarah M Weinstein, et al. · Biostatistics · 6
2023 · Kelly A. Clark, Carly M. O'Donnell, et al. · Journal of Neuroimaging · 9
2023 · Chenying Zhao, Tinashe M. Tapera, et al. · NeuroImage · 9
2023 · Andrew A. Chen, Kelly Clark, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 1
2022 · Sheila Shanmugan, Jakob Seidlitz, et al. · Proceedings of the National Academy of Sciences · 69
2022 · Andrew A. Chen, Dhivya Srinivasan, et al. · NeuroImage · 37
2022 · Dejan Jakimovski, Robert Zivadinov, et al. · Journal of Neuroimaging · 6
2022 · Andrew Y. Revell, Alexander B. Silva, et al. · NeuroImage · 56
2021 · Andrew A. Chen, Chongliang Luo, et al. · NeuroImage · 30
2021 · Andrew A. Chen, Joanne C. Beer, et al. · Human Brain Mapping · 168
2021 · D. Andrew Brown, Christopher S. McMahan, et al. · Journal of the American Statistical Association · 5
2021 · Arkaprava Roy, Brian J. Reich, et al. · Journal of Computational and Graphical Statistics · 4
2021 · Meichen Yu, Nicholas Cullen, et al. · Molecular Psychiatry · 29
Year
Topic