Tanja Magoc

26 papers A 1B 2Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Supporting electronic health record data usage in research for teams with varying data science and clinical knowledge: a food service analogy approach.
J. Am. Medical Informatics Assoc.
Tanja Magoc, Leigh Anne Tang, Khoa A. Nguyen, Christopher A. Harle
2024 — conf
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing.
ICHI
Aokun Chen, Daniel Paredes, Zehao Yu, Xiwei Lou, Roberta Brunson, Jamie N. Thomas, Kimberly A. Martinez, Robert J. Lucero, Tanja Magoc, Laurence M. Solberg, Urszula Alina Snigurska, Sarah E. Ser, Mattia Prosperi, Jiang Bian, Ragnhildur I. Bjarnadottir, Yonghui Wu
2023 J jnl
A Study of Generative Large Language Model for Medical Research and Healthcare.
CoRR
Cheng Peng, Xi Yang, Aokun Chen, Kaleb E. Smith, Nima M. Pournejatian, Anthony B. Costa, Cheryl Martin, Mona G. Flores, Ying Zhang, Tanja Magoc, Gloria P. Lipori, Duane A. Mitchell, Naykky Singh Ospina, Mustafa M. Ahmed, William R. Hogan, Elizabeth Shenkman, Yi Guo, Jiang Bian, Yonghui Wu
2023 J jnl
A study of generative large language model for medical research and healthcare.
npj Digit. Medicine
Cheng Peng, Xi Yang, Aokun Chen, Kaleb E. Smith, Nima M. Pournejatian, Anthony B. Costa, Cheryl Martin, Mona G. Flores, Ying Zhang, Tanja Magoc, Gloria P. Lipori, Duane A. Mitchell, Naykky Singh Ospina, Mustafa M. Ahmed, William R. Hogan, Elizabeth A. Shenkman, Yi Guo, Jiang Bian, Yonghui Wu
2023 J jnl
Application of a practice-based approach in variable selection for a prediction model development study of hospital-induced delirium.
BMC Medical Informatics Decis. Mak.
Urszula Alina Snigurska, Sarah E. Ser, Laurence M. Solberg, Mattia Prosperi, Tanja Magoc, Zhaoyi Chen, Jiang Bian, Ragnhildur I. Bjarnadottir, Robert J. Lucero
2023 J jnl
Generalizability and portability of natural language processing system to extract individual social risk factors.
Int. J. Medical Informatics
Tanja Magoc, Katie S. Allen, Cara McDonnell, Jean-Paul Russo, Jonathan Cummins, Joshua R. Vest, Christopher A. Harle
2023 J jnl
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing.
CoRR
Aokun Chen, Daniel Paredes, Zehao Yu, Xiwei Lou, Roberta Brunson, Jamie N. Thomas, Kimberly A. Martinez, Robert J. Lucero, Tanja Magoc, Laurence M. Solberg, Urszula Alina Snigurska, Sarah E. Ser, Mattia Prosperi, Jiang Bian, Ragnhildur I. Bjarnadottir, Yonghui Wu
2022 J jnl
A large language model for electronic health records.
npj Digit. Medicine
Xi Yang, Aokun Chen, Nima M. Pournejatian, Hoo Chang Shin, Kaleb E. Smith, Christopher Parisien, Colin Compas, Cheryl Martin, Anthony B. Costa, Mona G. Flores, Ying Zhang, Tanja Magoc, Christopher A. Harle, Gloria P. Lipori, Duane A. Mitchell, William R. Hogan, Elizabeth A. Shenkman, Jiang Bian, Yonghui Wu
2022 J jnl
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals.
J. Am. Medical Informatics Assoc.
Le Peng, Gaoxiang Luo, Andrew Walker, Zachary Zaiman, Emma K. Jones, Hemant Gupta, Kristopher Kersten, John L. Burns, Christopher A. Harle, Tanja Magoc, Benjamin Shickel, Scott D. Steenburg, Tyler J. Loftus, Genevieve B. Melton, Judy Wawira Gichoya, Ju Sun, Christopher J. Tignanelli
2022 J jnl
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records.
CoRR
Xi Yang, Nima M. Pournejatian, Hoo Chang Shin, Kaleb E. Smith, Christopher Parisien, Colin Compas, Cheryl Martin, Mona G. Flores, Ying Zhang, Tanja Magoc, Christopher A. Harle, Gloria P. Lipori, Duane A. Mitchell, William R. Hogan, Elizabeth A. Shenkman, Jiang Bian, Yonghui Wu
2022 J jnl
Primary care physicians' electronic health record proficiency and efficiency behaviors and time interacting with electronic health records: a quantile regression analysis.
J. Am. Medical Informatics Assoc.
Oliver T. Nguyen, Kea Turner, Nate C. Apathy, Tanja Magoc, Karim Hanna, Lisa J. Merlo, Christopher A. Harle, Lindsay A. Thompson, Eta S. Berner, Sue S. Feldman
2022 J jnl
The OneFlorida Data Trust: a centralized, translational research data infrastructure of statewide scope.
J. Am. Medical Informatics Assoc.
William R. Hogan, Elizabeth A. Shenkman, Temple Robinson, Olveen Carasquillo, Patricia S. Robinson, Rebecca Z. Essner, Jiang Bian, Gigi Lipori, Christopher A. Harle, Tanja Magoc, Lizabeth Manini, Tona Mendoza, Sonya White, Alex Loiacono, Jackie Hall, Dave Nelson
2014 — ch.
Optimization of the Choquet Integral Using Genetic Algorithm.
Constraint Programming and Decision Making
Tanja Magoc, François Modave
2014 — ch.
Selecting the Best Location for a Meteorological Tower: A Case Study of Multi-objective Constraint Optimization.
Constraint Programming and Decision Making
Aline Jaimes, Craig Tweedy, Tanja Magoc, Vladik Kreinovich, Martine Ceberio
2013 J jnl
GAGE-B: an evaluation of genome assemblers for bacterial organisms.
Bioinform.
Tanja Magoc, Stephan Pabinger, Stefan Canzar, Xinyue Liu, Qi Su, Daniela Puiu, Luke J. Tallon, Steven L. Salzberg
2011 J jnl
Applications of Fuzzy Measures and Intervals in Finance.
Reliab. Comput.
Tanja Magoc, Xiaojing Wang, François Modave, Martine Ceberio
2011 B conf
Constant penalty functions to simplify optimization of the Choquet integral under constraints.
FUZZ-IEEE
Tanja Magoc
2011 J jnl
FLASH: fast length adjustment of short reads to improve genome assemblies.
Bioinform.
Tanja Magoc, Steven L. Salzberg
2011 J jnl
Neural network to identify individuals at health risk
CoRR
Tanja Magoc, Dejan Magoc
2011 J jnl
The optimality of non-additive approaches for portfolio selection.
Expert Syst. Appl.
Tanja Magoc, François Modave
2011 J jnl
Using Preference Constraints to Solve Multi-Criteria Decision Making Problems.
Reliab. Comput.
Tanja Magoc, Martine Ceberio, François Modave
2010 J jnl
Application of fuzzy measures and interval computation to financial portfolio selection.
Int. J. Intell. Syst.
Tanja Magoc, Xiaojing Wang, François Modave
2010 A conf
MPCT: media propelled computational thinking.
SIGCSE
Eric Andrew Freudenthal, Mary K. Roy, Alexandria Nicole Ogrey, Tanja Magoc, Alan Siegel
2010 B conf
Multi-objective optimization under positivity constraints, with a meteorological example.
FUZZ-IEEE
Aline Jaimes, Craig E. Tweedie, Tanja Magoc, Vladik Kreinovich, Martine Ceberio
2009 — ch.
Computational Methods for Investment Portfolio: The Use of Fuzzy Measures and Constraint Programming for Risk Management.
Foundations of Computational Intelligence (2)
Tanja Magoc, François Modave, Martine Ceberio, Vladik Kreinovich
2009 J jnl
Logit discrete choice model: a new distribution-free justification.
Soft Comput.
Ruey Long Cheu, Hung T. Nguyen, Tanja Magoc, Vladik Kreinovich