Jeffrey Miecznikowski
PhD
Professor
Associate Chair of Strategic Initiatives
Research Topics
Biostatistics, Multiple Testing, Biomarker Development, Normalization and Signal Processing in Omics data, Pathway Analysis and Genetic Mediation Models, Microbiome based biomarker discovery, Marker development for prognosis and diagnosis in concussion and mild traumatic brain injury.
Selected Publications
Haider MN, Leddy JJ, Wilber C, Viera K, Bezherano I, Wilkins K, Miecznikowski J, Willer B. (2018). “The Predictive Capacity of the Buffalo Concussion Treadmill Test after Sport-Related Concussion in Adolescents” Frontiers in Neurology Mar 15;398:91-97. doi: 10.1016/j.jns.2018.12.020. Epub 2018 Dec 22.
Zhang F, Miecznikowski J, Tritchler D. (2020). “Identification of supervised and sparse functional genomic pathways” Statistical Applications in Genetics and Molecular Biology 19:1, pp 1-31.
Chang SM, Yang M, Lu W, Huang Y, Huang Y, Hung H, Miecznikowski J, Lu T, Tzeng JY, “Gene-set integrative analysis of multi-omics data using tensor-based association test” Bioinformatics, 2021 Mar 1;37(16):2259-2265.
owles-Miller L, Miecznikowski J, Tritchler D. (2021). “SuMO-Fil: Supervised multi-omic filtering prior to performing network analysis”, PLoS ONE 16(8): e0255579. https://doi.org/10.1371/journal.pone.0255579 .
Tritchler D, Towles-Miller L, Miecznikowski J. (2021). “Balanced Functional Module Detection in Genomic Data” Bioinformatics Advances, Volume 1, Issue 1, 2021.
Punnanitinont A, Kasperek E, Kiripolsky J, Zhu C, Miecznikowski J, Kramer J. (2022) “TLR7 agonism accelerates disease in a mouse model of primary Sjogren’s Syndrome and drives expansion of T-beta+ B cells” Frontiers in Immunology, December 2022. 10.3389/fimmu.2022.1034336.
Wang J, Miecznikowski J. (2022) “High Precision Implementation of Steck’s recursion method for use in goodness-of-fit tests” J Appl Stat 2020 Dec 17;49(6):1348-1363.doi: 10.1080/02664763.2020.1861224.
Towle-Miller L, Miecznikowski J. (2022). “MOSCATO: A Supervised Approach for Analyzing Multi-Omic Single-Cell Data” BMC Genomics 2022 Aug 4;23(1):557. doi: 10.1186/s12864-022-08759-3.