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Author

Tanja Magoč

Observed names: Magoc T., Magoc, Tanja, TANJA MAGOC, Tanja Magoc, Tanja Magoc (5172854), Tanja Magoč, tanja magoc
Observed institutions: The University of Texas at El Paso, Columbia University Irving Medical Center, University of Florida Health, Central Washington University, University of Florida, North Florida/South Georgia Veterans Health System, University of Florida Health Science Center, University of Maryland, College Park
ORCID: 0000-0001-8213-2266
Observed ORCID: 0000-0001-8213-2266
OpenAlex ID: A5045150730
A large language model for electronic health records
2022 · Xi Yang, Aokun Chen, et al. · npj Digital Medicine · 980
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A study of generative large language model for medical research and healthcare
2023 · Cheng Peng, Xi Yang, et al. · npj Digital Medicine · 478
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GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records
2022 · Yang, Xi, Chen, Aokun, et al. · arXiv (Cornell University) · 201
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The OneFlorida Data Trust: a centralized, translational research data infrastructure of statewide scope
2021 · William R Hogan, Elizabeth A Shenkman, et al. · Journal of the American Medical Informatics Association · 88
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GatorTron: A Large Language Model for Clinical Natural Language Processing
2022 · Xi Yang, Nima PourNejatian, et al. · medRxiv · 43
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Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals
2022 · Le Peng, Gaoxiang Luo, et al. · Journal of the American Medical Informatics Association · 36
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Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS
2022 · Daniel Prieto-Alhambra, Kristin Kostka, et al. · Clinical Epidemiology · 30
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Primary care physicians’ electronic health record proficiency and efficiency behaviors and time interacting with electronic health records: a quantile regression analysis
2021 · Oliver T Nguyen, Kea Turner, et al. · Journal of the American Medical Informatics Association · 28
Heterogeneous treatment effects of metformin on risk of dementia in patients with type 2 diabetes: A longitudinal observational study
2023 · Huilin Tang, Jingchuan Guo, et al. · Alzheimer s & Dementia · 21
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The optimality of non-additive approaches for portfolio selection
2011 · Tanja Magoč, François Modave · Expert Systems with Applications · 18
Application of fuzzy measures and interval computation to financial portfolio selection
2010 · Tanja Magoč, Xiaojing Wang, et al. · International Journal of Intelligent Systems · 17
Generalizability and portability of natural language processing system to extract individual social risk factors
2023 · Tanja Magoc, Katie S. Allen, et al. · International Journal of Medical Informatics · 15
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MPCT
2010 · Eric Andrew Freudenthal, Mary K. Roy, et al. · ACM Technical Symposium on Computer Science Education (SIGCSE) · 12
Interval-based multi-criteria decision making: Strategies to order intervals
2008 · Tanja Magoc, Martine Ceberio, et al. · Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS) · 12
Machine learning-based prediction models for home discharge in patients with COVID-19: Development and evaluation using electronic health records
2023 · Ruben D. Zapata, Shu Huang, et al. · PLoS ONE · 11
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Performance of 4 Methods to Assess Health-Related Social Needs
2025 · Joshua R. Vest, Wei Wu, et al. · JAMA Network Open · 7
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Understanding Health Care Administrators’ Data and Information Needs for Decision Making during the COVID-19 Pandemic: A Qualitative Study at an Academic Health System
2022 · Christina Guerrier, Cara McDonnell, et al. · MDM Policy & Practice · 7
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing
2024 · Aokun Chen, Daniel Paredes, et al. · IEEE International Conference on Healthcare Informatics (ICHI) · 6
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Clinical Prediction Models for Hospital-Induced Delirium Using Structured and Unstructured Electronic Health Record Data: Protocol for a Development and Validation Study
2023 · Sarah E Ser, Kristen Shear, et al. · JMIR Research Protocols · 6
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Time Spent in the Electronic Health Record by Neurologists: Analyzing daily use inside and outside the clinic using EPIC Signal data (P1-1.Virtual)
2022 · Oliver Nguyen, Kea Turner, et al. · Neurology · 5
A line of sight algorithm using fuzzy measures
2010 · Tanja Magoc, Ari Kassin, et al. · Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS) · 5
Computational Methods for Investment Portfolio: The Use of Fuzzy Measures and Constraint Programming for Risk Management
2009 · Tanja Magoč, François Modave, et al. · Studies in computational intelligence · 5
Selecting the Best Location for a Meteorological Tower: A Case Study of Multi-objective Constraint Optimization
2014 · Aline Jaimes, Craig Tweedy, et al. · Studies in computational intelligence · 4
Optimal Sensor Placement in Environmental Research: Designing a Sensor Network under Uncertainty
2010 · Jaimes A., Tweedie C., et al. · International Workshop on Reliable Engineering Computing (REC) · 4
Evolving availability and standardization of patient attributes for matching
2023 · Yu Deng, Lacey P Gleason, et al. · Health Affairs Scholar · 3
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Works count: 58
Citation count: 2,079
H-index: 12
I10-index: 15
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