Page design/compilation in progress
People
Faculty
Hakmook Kang
Siyuan Ma
Simon Vandekar
Panpan Zhang
Trainees
Ishaan Gadiyar
Megan Jones
Jiangmei Ruby Xiong
Programming/resources
BIOS 8377. Statistical Methods for Neuroimaging [see Course Descriptions for details]
SMI 2022 - organized and hosted by Vanderbilt Biostatistics
Publications (selected)
Compilation in progress. More citations to come!
Kang K**, Seidlitz J, Bethlehem RAI, Xiong J**, Jones MT**, Mehta K, Keller AS, Tao R, Randolph A, Larsen B, Tervo-Clemmens B, Feczko E, Dominguez OM, Nelson SM; Lifespan Brain Chart Consortium; Schildcrout J, Fair DA, Satterthwaite TD, Alexander-Bloch A, Vandekar S. Study design features increase replicability in brain-wide association studies. Nature. 2024 Dec;636(8043):719-727. doi: 10.1038/s41586-024-08260-9. Epub 2024 Nov 27. PMID: 39604734; PMCID: PMC11655360.
Soupir AC, Gadiyar IV**, Helm BR, Harris CR**, Vandekar SN, Peres LC, Coffey RJ, Wrobel J, Ma S, Fridley BL. Benchmarking Spatial Co-Localization Methods for Single-Cell Multiplex Imaging Data with Applications to High-Grade Serous Ovarian and Triple Negative Breast Cancer. Stat Data Sci Imaging. 2025;2(1):2437947. doi: 10.1080/29979676.2024.2437947. Epub 2025 Jan 15. PMID: 40051984; PMCID: PMC11883755.
Xiong J**, Kaur H, Heiser CN, McKinley ET, Roland JT, Coffey RJ, Shrubsole MJ, Wrobel J, Ma S, Lau KS, Vandekar S. GammaGateR: semi-automated marker gating for single-cell multiplexed imaging. Bioinformatics. 2024 Jun 3;40(6):btae356. doi: 10.1093/bioinformatics/btae356. PMID: 38833684; PMCID: PMC11193056.
Wrobel J, Harris C**, Vandekar S. Statistical Analysis of Multiplex Immunofluorescence and Immunohistochemistry Imaging Data. Methods Mol Biol. 2023;2629:141-168. doi: 10.1007/978-1-0716-2986-4_8. PMID: 36929077.
Harris C**, Wrobel J, Vandekar S. mxnorm: An R Package to Normalize Multiplexed Imaging Data. J Open Source Softw. 2022;7(71):4180. doi: 10.21105/joss.04180. Epub 2022 Mar 30. PMID: 36017308; PMCID: PMC9401552.
Italics denote Vanderbilt Biostatistics faculty and staff. Asterisks denote Vanderbilt Biostatistics students.