Julia Wrobel

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Intensive Care Units

Exponential Family

Top Venues

PLoS Comput. Biol.

J. Open Source Softw.

Publications

Jiangmei Xiong, Harsimran Kaur, Cody N. Heiser, Eliot T. McKinley, Joseph T. Roland, Robert J. Coffey, Martha J. Shrubsole, Julia Wrobel, Siyuan Ma, Ken S. Lau, Simon N. Vandekar
GammaGateR: semi-automated marker gating for single-cell multiplexed imaging. Bioinform. 40 (6) (2024)
Thao Vu, Souvik Seal, Tusharkanti Ghosh, Mansooreh Ahmadian, Julia Wrobel, Debashis Ghosh
FunSpace: A functional and spatial analytic approach to cell imaging data using entropy measures. PLoS Comput. Biol. 19 (9) (2023)
Mansooreh Ahmadian, Christian Rickert, Angela Minic, Julia Wrobel, Benjamin G. Bitler, Fuyong Xing, Michael Angelo, Elena W. Y. Hsieh, Debashis Ghosh, Kimberly R. Jordan
A platform-independent framework for phenotyping of multiplex tissue imaging data. PLoS Comput. Biol. 19 (9) (2023)
Yanran Wang, J. N. Stroh, George Hripcsak, Cecilia C. Low Wang, Tellen D. Bennett, Julia Wrobel, Caroline Der Nigoghossian, Scott W. Mueller, Jan Claassen, David J. Albers
A methodology of phenotyping ICU patients from EHR data: High-fidelity, personalized, and interpretable phenotypes estimation. J. Biomed. Informatics 148 (2023)
Coleman R. Harris, Julia Wrobel, Simon N. Vandekar
mxnorm: An R Package to Normalize Multiplexed Imaging Data. J. Open Source Softw. 7 (71) (2022)
Thao Vu, Julia Wrobel, Benjamin G. Bitler, Erin L. Schenk, Kimberly R. Jordan, Debashis Ghosh
SPF: A spatial and functional data analytic approach to cell imaging data. PLoS Comput. Biol. 18 (6) (2022)
Coleman R. Harris, Eliot T. McKinley, Joseph T. Roland, Qi Liu, Martha J. Shrubsole, Ken S. Lau, Robert J. Coffey, Julia Wrobel, Simon N. Vandekar
Quantifying and correcting slide-to-slide variation in multiplexed immunofluorescence images. Bioinform. 38 (6) (2022)
Yanran Wang, J. N. Stroh, George Hripcsak, Cecilia C. Low Wang, Julia Wrobel, Caroline Der Nigoghossian, Tellen D. Bennett, David J. Albers
A methodology of phenotyping ICU patients: high-fidelity, personalized, and interpretable phenotypes estimation. AMIA (2022)
Julia Wrobel, Alexander Bauer
registr 2.0: Incomplete Curve Registration for Exponential Family Functional Data. J. Open Source Softw. 6 (61) (2021)
Julia Wrobel, John Muschelli, Andrew Leroux
Diurnal Physical Activity Patterns across Ages in a Large UK Based Cohort: The UK Biobank Study. Sensors 21 (4) (2021)
Julia Wrobel
register: Registration for Exponential Family Functional Data. J. Open Source Softw. 3 (22) (2018)