A subset of my publications are highlighted below. For more, please visit my Google Scholar page. In the following, † denotes equal contribution and ‡ indicates a student under my supervision.
J Wrobel, CR Harris, SN Vandekar (2023).Statistical Analysis of Multiplex Immunofluorescence and Immunohistochemistry Imaging Data, book chapter in Statistical Genomics . [Link | GitHub]
S Bothwell‡, A Kaizer, R Peterson, D Ostendorf, V Catenacci, and J Wrobel (2022). Pattern‐based clustering of daily weigh‐in trajectories using dynamic time warping. Biometrics, to appear. [Link]
T Vu, J Wrobel, BG Bitler, EL Schenk, KR Jordan, and D Ghosh (2022). SPF: a spatial and functional data analytic approach to cell imaging data. PLoS Computational Biology, 18(6). [Link]
CR Harris, J Wrobel, SN Vandekar (2022). mxnorm: An R Package to Normalize Multiplexed Imaging Data. The Journal of Open Source Software, 7(71). [Link]
CR Harris, ET McKinley, JT Roland, Q Liu, MJ Shrubsole, KS Lau, RJ Coffey, J. Wrobel, and SN Vandekar (2022). Quantifying and correcting slide-to-slide variation in multiplexed immunofluorescence images. Bioinformatics, 38(6) 1700-1707. [Link]
E McDonnell, V Zipunnikov, J Schrack, J Goldsmith, and J Wrobel (2022). Registration of 24-hour accelerometric rest-activity profiles and its application to human chronotypes. Biological Rhythm Research, 1 1-21. [Link]
B. Steinhart‡, KR Jordan, J Bapat, MD Post, LW Brubaker, BG Bitler, and J Wrobel (2021). The Spatial Context of Tumor-Infiltrating Immune Cells Associates with Improved Ovarian Cancer Survival. Molecular Cancer Research, 19(12) 1973-1979. [Link]
J Wrobel, J Muschelli, and A Leroux (2021). Diurnal physical activity patterns across ages in a large UK based cohort: the UK biobank study. Sensors, 21 1545. [Link]
J Wrobel, and A Bauer (2021). registr 2.0: Incomplete Curve Registration for Exponential Family Functional Data. The Journal of Open Source Software, 6. [Link]
J Wrobel, ML Martin, R Bakshi, PA Calabresi, M Elliot, D Roalf, RC Gur, RE Gur, RG Henry, G Nair, J Oh, N Papinutto, D Pelletier, Daniel Salo Reich, WD Rooney, TD Satterthwaite, W Stern, K Prabhakaran, NL Sicotte, RT Shinohara, and J. Goldsmith (2020). Intensity warping for multisite MRI harmonization. NeuroImage, 223 117284.
M Becker, D Calame, J Wrobel, and A Person. Online control of reach accuracy in mice. Journal of Neurophysiology, 124 1637-1655. [Link]
J Wrobel, V Zipunnikov, J Schrack, and J Goldsmith (2018). Registration for exponential family functional data. Biometrics, 75 48-57. [Link]
J Wrobel. registr: Registration for exponential family functional data (2018). The Journal of Open Source Software, 3. [Link | GitHub]
S López-Pintado and J Wrobel (2017). Robust non‐parametric tests for imaging data based on data depth. Stat, 6 405-419. [Link | GitHub]
J Kim, J Santaella-Tenoria, C Mauro, J Wrobel, M Cerdá (2016). State medical marijuana laws and the prevalence of opioids detected among fatally injured drivers. American Journal of Public Health, 106 2032-2037. [Link]
J Wrobel, SY Park, AM Staicu, J Goldsmith (2016). Interactive graphics for functional data analyses. Stat, 5 108-118. [arXiv | Link | GitHub | CRAN]