Tanja Magoc

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 10

Top Topics

Regression Analysis

Top Venues

J. Am. Medical Informatics Assoc.

npj Digit. Medicine

BMC Medical Informatics Decis. Mak.

Publications

Cheng Peng, Xi Yang, Aokun Chen, Kaleb E. Smith, Nima 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 (2023)
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 (2023)
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 C. F. Prosperi, Jiang Bian, Ragnhildur I. Bjarnadottir, Yonghui Wu
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing. CoRR (2023)
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) (2023)
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)
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) (2022)
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)
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 (2022)
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) (2022)
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) (2022)
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) (2013)
Tanja Magoc, Xiaojing Wang, François Modave, Martine Ceberio
Applications of Fuzzy Measures and Intervals in Finance. Reliab. Comput. 15 (4) (2011)
Tanja Magoc, Steven L. Salzberg
FLASH: fast length adjustment of short reads to improve genome assemblies. Bioinform. 27 (21) (2011)
Tanja Magoc
Constant penalty functions to simplify optimization of the Choquet integral under constraints. FUZZ-IEEE (2011)
Tanja Magoc, Dejan Magoc
Neural network to identify individuals at health risk CoRR (2011)
Tanja Magoc, François Modave
The optimality of non-additive approaches for portfolio selection. Expert Syst. Appl. 38 (10) (2011)
Tanja Magoc, Martine Ceberio, François Modave
Using Preference Constraints to Solve Multi-Criteria Decision Making Problems. Reliab. Comput. 15 (3) (2011)
Eric Andrew Freudenthal, Mary K. Roy, Alexandria Nicole Ogrey, Tanja Magoc, Alan Siegel
MPCT: media propelled computational thinking. SIGCSE (2010)
Aline Jaimes, Craig E. Tweedie, Tanja Magoc, Vladik Kreinovich, Martine Ceberio
Multi-objective optimization under positivity constraints, with a meteorological example. FUZZ-IEEE (2010)
Tanja Magoc, Xiaojing Wang, François Modave
Application of fuzzy measures and interval computation to financial portfolio selection. Int. J. Intell. Syst. 25 (7) (2010)
Ruey Long Cheu, Hung T. Nguyen, Tanja Magoc, Vladik Kreinovich
Logit discrete choice model: a new distribution-free justification. Soft Comput. 13 (2) (2009)