Assessing the population representativeness of colorectal cancer treatment clinical trials. - Zhe He 001; Zhiwei Chen; Thomas J. George; Gloria P. Lipori; Jiang Bian 001 (EMBC, 2016)

Data integration through ontology-based data access to support integrative data analysis: A case study of cancer survival. - Hansi Zhang; Yi Guo 005; Qian Li 034; Thomas J. George; Elizabeth A. Shenkman; Jiang Bian 001 (BIBM, 2017)

Explore Care Pathways of Colorectal Cancer Patients with Social Network Analysis. - Tianyao Huo; Thomas J. George Jr.; Yi Guo 005; Zhe He 001; Mattia Prosperi; François Modave; Jiang Bian 001 (MedInfo, 2017)

An ontology-guided semantic data integration framework to support integrative data analysis of cancer survival. - Hansi Zhang; Yi Guo 005; Qian Li 034; Thomas J. George; Elizabeth Shenkman; François Modave; Jiang Bian 001 (BMC Medical Informatics Decis. Mak., 2018)

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. - Qian Li 034; Zhe He 001; Yi Guo 005; Hansi Zhang; Thomas J. George; William R. Hogan; Neil Charness; Jiang Bian 001 (AMIA, 2019)

Using Real-World Data to Rationalize Clinical Trials Eligibility Criteria: a case study on Alzheimer's Disease and Donepezil. - Qian Li 034; Yi Guo 005; Zhe He 001; Hansi Zhang; Thomas J. George; Jiang Bian 001 (AMIA, 2020)

Assessing the effect of data integration on predictive ability of cancer survival models. - Yi Guo 005; Jiang Bian 001; François Modave; Qian Li 034; Thomas J. George; Mattia Prosperi; Elizabeth Shenkman (Health Informatics J., 2020)

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. - Jiang Bian 001; Tianchen Lyu; Alexander T. Loiacono; Tonatiuh Mendoza Viramontes; Gloria P. Lipori; Yi Guo 005; Yonghui Wu; Mattia Prosperi; Thomas J. George; Christopher A. Harle; Elizabeth A. Shenkman; William R. Hogan (J. Am. Medical Informatics Assoc., 2020)

Validation of Real-World Data-based Endpoint Measures of Cancer Treatment Outcomes. - Qian Li 034; Hansi Zhang; Zhaoyi Chen; Yi Guo 005; Thomas J. George; Yong Chen 016; Fei Wang 001; Jiang Bian 001 (AMIA, 2021)

A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models. - Zehao Yu 001; Xi Yang 015; Chong Dang; Songzi Wu; Prakash Adekkanattu; Jyotishman Pathak; Thomas J. George; William R. Hogan; Yi Guo 005; Jiang Bian 001; Yonghui Wu (AMIA, 2021)

Developing an Ontology for Social and Behavioral Determinants of Health. - Hansi Zhang; Xi Yang 015; Thomas J. George; William R. Hogan; Jiang Bian 001; Yonghui Wu (AMIA, 2021)

Extracting social determinants of health from electronic health records using natural language processing: a systematic review. - 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; et al. (J. Am. Medical Informatics Assoc., 2021)

Internet-based tailored virtual human health intervention to promote colorectal cancer screening: design guidelines from two user studies. - Mohan Zalake; Fatemeh Tavassoli; Kyle Duke; Thomas J. George; François Modave; Jordan Neil; Janice L. Krieger; Benjamin Lok (J. Multimodal User Interfaces, 2021)

Key changes to improve social presence of a virtual health assistant promoting colorectal cancer screening informed by a technology acceptance model. - 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 (BMC Medical Informatics Decis. Mak., 2021)

Exploring the feasibility of using real-world data from a large clinical data research network to simulate clinical trials of Alzheimer's disease. - Zhaoyi Chen; Hansi Zhang; Yi Guo 005; Thomas J. George; Mattia Prosperi; William R. Hogan; Zhe He 001; Elizabeth A. Shenkman; Fei Wang 001; Jiang Bian 001 (npj Digit. Medicine, 2021)

SODA: A Natural Language Processing Package to Extract Social Determinants of Health for Cancer Studies. - Zehao Yu 001; Xi Yang 015; Chong Dang; Prakash Adekkanattu; Braja Gopal Patra; Yifan Peng 002; Jyotishman Pathak; Debbie L. Wilson; Ching-Yuan Chang; Wei-Hsuan Lo-Ciganic; Thomas J. George; William R. Hogan; et al. (CoRR, 2022)

Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart Failure. - Ziyi Chen; Mengyuan Zhang; Mustafa Mohammed Ahmed; Yi Guo 005; Thomas J. George; Jiang Bian 001; Yonghui Wu (CoRR, 2024)

Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias. - Zehao Yu 001; Cheng Peng 009; Xi Yang 015; Chong Dang; Prakash Adekkanattu; Braja Gopal Patra; Yifan Peng 002; Jyotishman Pathak; Debbie L. Wilson; Ching-Yuan Chang; Wei-Hsuan Lo-Ciganic; Thomas J. George; et al. (J. Biomed. Informatics, 2024)