Thomas J. George

18 papers Misc 5Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias.
J. Biomed. Informatics
Zehao Yu, Cheng Peng, Xi Yang, Chong Dang, Prakash Adekkanattu, Braja Gopal Patra, Yifan Peng, Jyotishman Pathak, Debbie L. Wilson, Ching-Yuan Chang, Wei-Hsuan Lo-Ciganic, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
2024 J jnl
Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart Failure.
CoRR
Ziyi Chen, Mengyuan Zhang, Mustafa Mohammed Ahmed, Yi Guo, Thomas J. George, Jiang Bian, Yonghui Wu
2022 J jnl
SODA: A Natural Language Processing Package to Extract Social Determinants of Health for Cancer Studies.
CoRR
Zehao Yu, Xi Yang, Chong Dang, Prakash Adekkanattu, Braja Gopal Patra, Yifan Peng, Jyotishman Pathak, Debbie L. Wilson, Ching-Yuan Chang, Wei-Hsuan Lo-Ciganic, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
2021 Misc conf
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models.
AMIA
Zehao Yu, Xi Yang, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
2021 J jnl
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models.
CoRR
Zehao Yu, Xi Yang, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
2021 Misc conf
Developing an Ontology for Social and Behavioral Determinants of Health.
AMIA
Hansi Zhang, Xi Yang, Thomas J. George, William R. Hogan, Jiang Bian, Yonghui Wu
2021 J jnl
Exploring the feasibility of using real-world data from a large clinical data research network to simulate clinical trials of Alzheimer's disease.
npj Digit. Medicine
Zhaoyi Chen, Hansi Zhang, Yi Guo, Thomas J. George, Mattia Prosperi, William R. Hogan, Zhe He, Elizabeth A. Shenkman, Fei Wang, Jiang Bian
2021 J jnl
Extracting social determinants of health from electronic health records using natural language processing: a systematic review.
J. Am. Medical Informatics Assoc.
Braja Gopal Patra, Mohit Manoj Sharma, Veer Vekaria, Prakash Adekkanattu, Olga V. Patterson, Benjamin S. Glicksberg, Lauren A. Lepow, Euijung Ryu, Joanna M. Biernacka, Al'ona Furmanchuk, Thomas J. George, William R. Hogan, Yonghui Wu, Xi Yang, Jiang Bian, Myrna Weissman, Priya Wickramaratne, J. John Mann, Mark Olfson, Thomas R. Campion Jr., Mark G. Weiner, Jyotishman Pathak
2021 J jnl
Internet-based tailored virtual human health intervention to promote colorectal cancer screening: design guidelines from two user studies.
J. Multimodal User Interfaces
Mohan Zalake, Fatemeh Tavassoli, Kyle Duke, Thomas J. George, François Modave, Jordan Neil, Janice L. Krieger, Benjamin Lok
2021 J jnl
Key changes to improve social presence of a virtual health assistant promoting colorectal cancer screening informed by a technology acceptance model.
BMC Medical Informatics Decis. Mak.
Melissa J. Vilaro, Danyell S. Wilson-Howard, Mohan Zalake, Fatemeh Tavassoli, Benjamin Lok, François Modave, Thomas J. George, Folakemi Odedina, Peter J. Carek, Janice L. Krieger
2021 Misc conf
Validation of Real-World Data-based Endpoint Measures of Cancer Treatment Outcomes.
AMIA
Qian Li, Hansi Zhang, Zhaoyi Chen, Yi Guo, Thomas J. George, Yong Chen, Fei Wang, Jiang Bian
2020 J jnl
Assessing the effect of data integration on predictive ability of cancer survival models.
Health Informatics J.
Yi Guo, Jiang Bian, François Modave, Qian Li, Thomas J. George, Mattia Prosperi, Elizabeth Shenkman
2020 J jnl
Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real-world data.
J. Am. Medical Informatics Assoc.
Jiang Bian, Tianchen Lyu, Alexander T. Loiacono, Tonatiuh Mendoza Viramontes, Gloria P. Lipori, Yi Guo, Yonghui Wu, Mattia Prosperi, Thomas J. George, Christopher A. Harle, Elizabeth A. Shenkman, William R. Hogan
2020 Misc conf
Using Real-World Data to Rationalize Clinical Trials Eligibility Criteria: a case study on Alzheimer's Disease and Donepezil.
AMIA
Qian Li, Yi Guo, Zhe He, Hansi Zhang, Thomas J. George, Jiang Bian
2019 Misc conf
Assessing the Validity of a a priori Patient-Trial Generalizability Score using Real-world Data from a Large Clinical Data Research Network: A Colorectal Cancer Clinical Trial Case Study.
AMIA
Qian Li, Zhe He, Yi Guo, Hansi Zhang, Thomas J. George, William R. Hogan, Neil Charness, Jiang Bian
2018 J jnl
An ontology-guided semantic data integration framework to support integrative data analysis of cancer survival.
BMC Medical Informatics Decis. Mak.
Hansi Zhang, Yi Guo, Qian Li, Thomas J. George, Elizabeth Shenkman, François Modave, Jiang Bian
2017 — conf
Data integration through ontology-based data access to support integrative data analysis: A case study of cancer survival.
BIBM
Hansi Zhang, Yi Guo, Qian Li, Thomas J. George, Elizabeth A. Shenkman, Jiang Bian
2016 — conf
Assessing the population representativeness of colorectal cancer treatment clinical trials.
EMBC
Zhe He, Zhiwei Chen, Thomas J. George, Gloria P. Lipori, Jiang Bian