An empirical approach to model selection through validation for censored survival data. - Ickwon Choi; Brian J. Wells; Changhong Yu; Michael W. Kattan (J. Biomed. Informatics, 2011)

A Hybrid Approach to Survival Model Building Using Integration of Clinical and Molecular Information in Censored Data. - Ickwon Choi; Michael W. Kattan; Brian J. Wells; Changhong Yu (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Supplementing Electronic Health Records with Census Data to support Clinical Research Informatics. - Kristin M. Lenoir; Michael Horvath; Brian Ostasiewski; Wendell Futrell; Brian J. Wells (CRI, 2017)

A Method for Using Electronic Health Record Data to Predict Admission Risk. - Brian J. Wells; Kristin M. Lenoir; Kelly L. Kuykendall; Ajay Dharod (CRI, 2017)

Developing Biomedical Informatics Capability to Support Learning Health System: Challenges and Potential Solutions. - Martin S. Kohn; Umit Topaloglu; Metin N. Gurcan; Brian J. Wells; Ajay Dharod (AMIA, 2019)

Catch Me if You Can: Acute Events Hidden in Structured Chronic Disease Diagnosis Descriptions Show Detectable Recording Patterns in EHR. - Franck Diaz-Garelli; Kristin M. Lenoir; Brian J. Wells (AMIA, 2020)

Catching Hidden Acute Events in Structured Diabetes Diagnosis Descriptions. - Franck Diaz-Garelli; Kristin M. Lenoir; Brian J. Wells (AMIA, 2020)

Developing a Data Quality Standard Primer for Cardiovascular Risk Assessment from Electronic Health Record Data Using the DataGauge Process. - Franck Diaz-Garelli; Andrew M. Long; Michael P. Bancks; Alain G. Bertoni; Adhithya Narayanan; Brian J. Wells (AMIA, 2021)

Exploring EHR Diagnosis Recording Pattern Changes During a Pandemic. - Kala S. Wilson; Brian J. Wells; Jyoti Gangur; Kristin M. Lenoir; Maria E. Mayorga; Franck Diaz-Garelli (AMIA, 2021)

Development, validation and recalibration of a prediction model for prediabetes: an EHR and NHANES-based study. - Nicholas J. Casacchia; Kristin M. Lenoir; Joseph Rigdon; Brian J. Wells (BMC Medical Informatics Decis. Mak., 2024)

External validation of a proprietary risk model for 1-year mortality in community-dwelling adults aged 65 years or older. - Erica Frechman; Byron C. Jaeger; Marc Kowalkowski; Jeff D. Williamson; Kristin M. Lenoir; Jessica A Palakshappa; Brian J. Wells; Kathryn E. Callahan; Nicholas M. Pajewski; Jennifer L. Gabbard (J. Am. Medical Informatics Assoc., 2025)