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.

2022

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]

2021

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]

2020

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]

2019

J. Wrobel, V. Zipunnikov, J. Schrack, and J. Goldsmith (2018). Registration for exponential family functional data. Biometrics, 75 48-57. [Link]

2018

J. Wrobel. registr: Registration for exponential family functional data (2018). The Journal of Open Source Software, 3. [Link | GitHub]

2017

S López-Pintado and J. Wrobel (2017). Robust non‐parametric tests for imaging data based on data depth. Stat, 6 405-419. [Link | GitHub]

2016

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, S.Y. Park, A.M. Staicu, J. Goldsmith (2016). Interactive graphics for functional data analyses. Stat, 5 108-118. [arXiv | Link | GitHub | CRAN]