Brian J. Wells

14 papers Misc 5Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A practical framework for appropriate implementation and review of artificial intelligence (FAIR-AI) in healthcare.
npj Digit. Medicine
Brian J. Wells, Hieu M. Nguyen, Andrew McWilliams, Matt Pallini, Amy Bovi, Andrew Kuzma, Justin Kramer, Shih-Hsiung Chou, Timothy Hetherington, Patricia Corn, Yhenneko J. Taylor, Audrey Cuison, Mary Gagen, McKenzie Isreal, Oguz Akbilgic, Katie Barr, Alicia Bowers, Rikki Caffrey, Michael S. Carroll, Matthew Cirullo, Stephen M. Downs, Natalie Hardy, Jason Heuay, Kristina Katzovitz, Eric Kirkendall, Elsie Lindgren, Lindsey Lonergan, Elissa McKinley, Nicholas M. Pajewski, Laura Sak-Castellano, Erika Setliff, Gabe Wright
2025 J jnl
External validation of a proprietary risk model for 1-year mortality in community-dwelling adults aged 65 years or older.
J. Am. Medical Informatics Assoc.
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
2025 J jnl
On Using Large Language Models to Enhance Clinically-Driven Missing Data Recovery Algorithms in Electronic Health Records.
CoRR
Sarah C. Lotspeich, Abbey Collins, Brian J. Wells, Ashish K. Khanna, Joseph Rigdon, Lucy D'Agostino McGowan
2025 J jnl
Overcoming data challenges through enriched validation and targeted sampling to measure whole-person health in electronic health records.
J. Biomed. Informatics
Sarah C. Lotspeich, Sheetal Kedar, Rabeya Tahir, Aidan D. Keleghan, Amelia Miranda, Stephany N. Duda, Michael P. Bancks, Brian J. Wells, Ashish K. Khanna, Joseph Rigdon
2024 J jnl
Development, validation and recalibration of a prediction model for prediabetes: an EHR and NHANES-based study.
BMC Medical Informatics Decis. Mak.
Nicholas J. Casacchia, Kristin M. Lenoir, Joseph Rigdon, Brian J. Wells
2021 Misc conf
Developing a Data Quality Standard Primer for Cardiovascular Risk Assessment from Electronic Health Record Data Using the DataGauge Process.
AMIA
Franck Diaz-Garelli, Andrew M. Long, Michael P. Bancks, Alain G. Bertoni, Adhithya Narayanan, Brian J. Wells
2021 Misc conf
Exploring EHR Diagnosis Recording Pattern Changes During a Pandemic.
AMIA
Kala S. Wilson, Brian J. Wells, Jyoti Gangur, Kristin M. Lenoir, Maria E. Mayorga, Franck Diaz-Garelli
2020 Misc conf
Catch Me if You Can: Acute Events Hidden in Structured Chronic Disease Diagnosis Descriptions Show Detectable Recording Patterns in EHR.
AMIA
Franck Diaz-Garelli, Kristin M. Lenoir, Brian J. Wells
2020 Misc conf
Catching Hidden Acute Events in Structured Diabetes Diagnosis Descriptions.
AMIA
Franck Diaz-Garelli, Kristin M. Lenoir, Brian J. Wells
2019 Misc conf
Developing Biomedical Informatics Capability to Support Learning Health System: Challenges and Potential Solutions.
AMIA
Martin S. Kohn, Umit Topaloglu, Metin N. Gurcan, Brian J. Wells, Ajay Dharod
2017 — conf
A Method for Using Electronic Health Record Data to Predict Admission Risk.
CRI
Brian J. Wells, Kristin M. Lenoir, Kelly L. Kuykendall, Ajay Dharod
2017 — conf
Supplementing Electronic Health Records with Census Data to support Clinical Research Informatics.
CRI
Kristin M. Lenoir, Michael Horvath, Brian Ostasiewski, Wendell Futrell, Brian J. Wells
2012 J jnl
A Hybrid Approach to Survival Model Building Using Integration of Clinical and Molecular Information in Censored Data.
IEEE ACM Trans. Comput. Biol. Bioinform.
Ickwon Choi, Michael W. Kattan, Brian J. Wells, Changhong Yu
2011 J jnl
An empirical approach to model selection through validation for censored survival data.
J. Biomed. Informatics
Ickwon Choi, Brian J. Wells, Changhong Yu, Michael W. Kattan