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2020 – today
- 2024
[c4]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:
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing. ICHI 2024: 305-311- 2023
- [j14]Tanja Magoc
, Katie S. Allen, Cara McDonnell, Jean-Paul Russo, Jonathan Cummins, Joshua R. Vest, Christopher A. Harle:
Generalizability and portability of natural language processing system to extract individual social risk factors. Int. J. Medical Informatics 177: 105115 (2023) - [j13]Urszula Alina Snigurska, Sarah E. Ser, Laurence M. Solberg, Mattia Prosperi, Tanja Magoc, Zhaoyi Chen, Jiang Bian, Ragnhildur I. Bjarnadottir, Robert J. Lucero:
Application of a practice-based approach in variable selection for a prediction model development study of hospital-induced delirium. BMC Medical Informatics Decis. Mak. 23(1): 181 (2023) - [j12]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:
A study of generative large language model for medical research and healthcare. npj Digit. Medicine 6 (2023) - [i4]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:
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing. CoRR abs/2304.00111 (2023) - [i3]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:
A Study of Generative Large Language Model for Medical Research and Healthcare. CoRR abs/2305.13523 (2023) - 2022
- [j11]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:
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. 29(3): 461-471 (2022) - [j10]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:
The OneFlorida Data Trust: a centralized, translational research data infrastructure of statewide scope. J. Am. Medical Informatics Assoc. 29(4): 686-693 (2022) - [j9]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:
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals. J. Am. Medical Informatics Assoc. 30(1): 54-63 (2022) - [j8]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:
A large language model for electronic health records. npj Digit. Medicine 5 (2022) - [i2]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:
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records. CoRR abs/2203.03540 (2022)
2010 – 2019
- 2014
- [p3]Aline Jaimes, Craig Tweedy, Tanja Magoc, Vladik Kreinovich, Martine Ceberio:
Selecting the Best Location for a Meteorological Tower: A Case Study of Multi-objective Constraint Optimization. Constraint Programming and Decision Making 2014: 61-65 - [p2]Tanja Magoc, François Modave:
Optimization of the Choquet Integral Using Genetic Algorithm. Constraint Programming and Decision Making 2014: 97-109 - 2013
- [j7]Tanja Magoc, Stephan Pabinger, Stefan Canzar, Xinyue Liu, Qi Su, Daniela Puiu, Luke J. Tallon, Steven L. Salzberg:
GAGE-B: an evaluation of genome assemblers for bacterial organisms. Bioinform. 29(14): 1718-1725 (2013) - 2011
- [j6]Tanja Magoc, Steven L. Salzberg:
FLASH: fast length adjustment of short reads to improve genome assemblies. Bioinform. 27(21): 2957-2963 (2011) - [j5]Tanja Magoc, François Modave:
The optimality of non-additive approaches for portfolio selection. Expert Syst. Appl. 38(10): 12967-12973 (2011) - [j4]Tanja Magoc, Martine Ceberio, François Modave:
Using Preference Constraints to Solve Multi-Criteria Decision Making Problems. Reliab. Comput. 15(3): 218-229 (2011) - [j3]Tanja Magoc, Xiaojing Wang, François Modave, Martine Ceberio:
Applications of Fuzzy Measures and Intervals in Finance. Reliab. Comput. 15(4): 300-311 (2011) - [c3]Tanja Magoc:
Constant penalty functions to simplify optimization of the Choquet integral under constraints. FUZZ-IEEE 2011: 2948-2954 - [i1]Tanja Magoc, Dejan Magoc:
Neural network to identify individuals at health risk. CoRR abs/1105.1641 (2011) - 2010
- [j2]Tanja Magoc, Xiaojing Wang, François Modave:
Application of fuzzy measures and interval computation to financial portfolio selection. Int. J. Intell. Syst. 25(7): 621-635 (2010) - [c2]Aline Jaimes, Craig E. Tweedie, Tanja Magoc, Vladik Kreinovich, Martine Ceberio:
Multi-objective optimization under positivity constraints, with a meteorological example. FUZZ-IEEE 2010: 1-7 - [c1]Eric Andrew Freudenthal, Mary K. Roy, Alexandria Nicole Ogrey, Tanja Magoc, Alan Siegel:
MPCT: media propelled computational thinking. SIGCSE 2010: 37-41
2000 – 2009
- 2009
- [j1]Ruey Long Cheu, Hung T. Nguyen, Tanja Magoc, Vladik Kreinovich:
Logit discrete choice model: a new distribution-free justification. Soft Comput. 13(2): 133-137 (2009) - [p1]Tanja Magoc, François Modave, Martine Ceberio, Vladik Kreinovich:
Computational Methods for Investment Portfolio: The Use of Fuzzy Measures and Constraint Programming for Risk Management. Foundations of Computational Intelligence (2) 2009: 133-173
Coauthor Index
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