Sparse projection oblique randomer forests TM Tomita, J Browne, C Shen, J Chung, JL Patsolic, B Falk, CE Priebe, ... The Journal of Machine Learning Research 21 (1), 4193-4231, 2020 | 36 | 2020 |
GraSPy: Graph Statistics in Python. J Chung, BD Pedigo, EW Bridgeford, BK Varjavand, HS Helm, ... J. Mach. Learn. Res. 20 (158), 1-7, 2019 | 31 | 2019 |
Statistical connectomics J Chung, E Bridgeford, J Arroyo, BD Pedigo, A Saad-Eldin, ... Annual Review of Statistics and Its Application 8, 463-492, 2021 | 28 | 2021 |
Connectal coding: discovering the structures linking cognitive phenotypes to individual histories JT Vogelstein, EW Bridgeford, BD Pedigo, J Chung, K Levin, B Mensh, ... Current opinion in neurobiology 55, 199-212, 2019 | 20 | 2019 |
Toward community-driven big open brain science: open big data and tools for structure, function, and genetics AS Charles, B Falk, N Turner, TD Pereira, D Tward, BD Pedigo, J Chung, ... Annual review of neuroscience 43, 441-464, 2020 | 16 | 2020 |
Outcomes of patients with chronic lymphocytic leukemia (CLL) after idelalisib therapy discontinuation JC Barrientos, M Kaur, A Mark, J Chung, N Driscoll, A Bender, KR Rai Blood 126 (23), 4155-4155, 2015 | 15 | 2015 |
Valid two‐sample graph testing via optimal transport procrustes and multiscale graph correlation with applications in connectomics J Chung, B Varjavand, J Arroyo‐Relión, A Alyakin, J Agterberg, M Tang, ... Stat 11 (1), e429, 2022 | 5 | 2022 |
Independence Testing for Multivariate Time Series R Mehta, J Chung, C Shen, T Xu, JT Vogelstein arXiv preprint arXiv:1908.06486, 2020 | 5* | 2020 |
Batch effects are causal effects: applications in human connectomics EW Bridgeford, M Powell, G Kiar, S Noble, J Chung, S Panda, ... bioRxiv, 2021.09. 03.458920, 2021 | 3 | 2021 |
Learning sources of variability from high-dimensional observational studies EW Bridgeford, J Chung, B Gilbert, S Panda, A Li, C Shen, A Badea, ... arXiv preprint arXiv:2307.13868, 2023 | | 2023 |
The Heritability of Human Connectomes: a Causal Modeling Analysis J Chung, EW Bridgeford, M Powell, D Pisner, JT Vogelstein bioRxiv, 2023.04. 02.532875, 2023 | | 2023 |
Discovery of Multi-Level Network Differences Across Populations of Heterogeneous Connectomes V Gopalakrishnan, J Chung, E Bridgeford, BD Pedigo, J Arroyo, ... arXiv preprint arXiv:2011.14990, 2020 | | 2020 |