Thomas J. George

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 18

Top Topics

Colorectal Cancer

Natural Language Processing

Clinical Trials

Electronic Health Records

Top Venues

BMC Medical Informatics Decis. Mak.

J. Am. Medical Informatics Assoc.

Publications

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
Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias. J. Biomed. Informatics 153 (2024)
Ziyi Chen, Mengyuan Zhang, Mustafa Mohammed Ahmed, Yi Guo, Thomas J. George, Jiang Bian, Yonghui Wu
Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart Failure. CoRR (2024)
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
SODA: A Natural Language Processing Package to Extract Social Determinants of Health for Cancer Studies. CoRR (2022)
Mohan Zalake, Fatemeh Tavassoli, Kyle Duke, Thomas J. George, François Modave, Jordan Neil, Janice L. Krieger, Benjamin Lok
Internet-based tailored virtual human health intervention to promote colorectal cancer screening: design guidelines from two user studies. J. Multimodal User Interfaces 15 (2) (2021)
Qian Li, Hansi Zhang, Zhaoyi Chen, Yi Guo, Thomas J. George, Yong Chen, Fei Wang, Jiang Bian
Validation of Real-World Data-based Endpoint Measures of Cancer Treatment Outcomes. AMIA (2021)
Zehao Yu, Xi Yang, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models. CoRR (2021)
Zhaoyi Chen, Hansi Zhang, Yi Guo, Thomas J. George, Mattia C. F. Prosperi, William R. Hogan, Zhe He, Elizabeth A. Shenkman, Fei Wang, Jiang Bian
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 4 (2021)
Zehao Yu, Xi Yang, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models. AMIA (2021)
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
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. 21 (1) (2021)
Hansi Zhang, Xi Yang, Thomas J. George, William R. Hogan, Jiang Bian, Yonghui Wu
Developing an Ontology for Social and Behavioral Determinants of Health. AMIA (2021)
Braja Gopal Patra, Mohit M. 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
Extracting social determinants of health from electronic health records using natural language processing: a systematic review. J. Am. Medical Informatics Assoc. 28 (12) (2021)
Yi Guo, Jiang Bian, François Modave, Qian Li, Thomas J. George, Mattia C. F. Prosperi, Elizabeth Shenkman
Assessing the effect of data integration on predictive ability of cancer survival models. Health Informatics J. 26 (1) (2020)
Qian Li, Yi Guo, Zhe He, Hansi Zhang, Thomas J. George, Jiang Bian
Using Real-World Data to Rationalize Clinical Trials Eligibility Criteria: a case study on Alzheimer's Disease and Donepezil. AMIA (2020)
Jiang Bian, Tianchen Lyu, Alexander Loiacono, Tonatiuh Mendoza Viramontes, Gloria P. Lipori, Yi Guo, Yonghui Wu, Mattia C. F. Prosperi, Thomas J. George, Christopher A. Harle, Elizabeth A. Shenkman, William R. Hogan
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. 27 (12) (2020)
Qian Li, Zhe He, Yi Guo, Hansi Zhang, Thomas J. George, William R. Hogan, Neil Charness, Jiang Bian
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 (2019)
Hansi Zhang, Yi Guo, Qian Li, Thomas J. George, Elizabeth Shenkman, François Modave, Jiang Bian
An ontology-guided semantic data integration framework to support integrative data analysis of cancer survival. BMC Medical Informatics Decis. Mak. 18 (S-2) (2018)
Hansi Zhang, Yi Guo, Qian Li, Thomas J. George, Elizabeth A. Shenkman, Jiang Bian
Data integration through ontology-based data access to support integrative data analysis: A case study of cancer survival. BIBM (2017)
Zhe He, Zhiwei Chen, Thomas J. George, Gloria P. Lipori, Jiang Bian
Assessing the population representativeness of colorectal cancer treatment clinical trials. EMBC (2016)