Michael T. M. Baiocchi

12 papers Misc 4Journal 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Establishing best practices in large language model research: an application to repeat prompting.
J. Am. Medical Informatics Assoc.
Robert Gallo, Michael T. M. Baiocchi, Thomas Savage, Jonathan H. Chen
2025 J jnl
Monitoring strategies for continuous evaluation of deployed clinical prediction models.
J. Biomed. Informatics
Grace Y. E. Kim, Conor K. Corbin, François Grolleau, Michael T. M. Baiocchi, Jonathan H. Chen
2022 J jnl
Avoiding Biased Clinical Machine Learning Model Performance Estimates in the Presence of Label Selection.
CoRR
Conor K. Corbin, Michael T. M. Baiocchi, Jonathan H. Chen
2022 Misc conf
How to Avoid Incorrect Clinical Machine Learning Model Performance Estimates When Class Labels Are Only Partially Observed.
AMIA
Conor K. Corbin, Michael T. M. Baiocchi, Jonathan H. Chen
2021 J jnl
Developing machine learning models to personalize care levels among emergency room patients for hospital admission.
J. Am. Medical Informatics Assoc.
Minh Nguyen, Conor K. Corbin, Tiffany Eulalio, Nicolai P. Ostberg, Gautam Machiraju, Ben J. Marafino, Michael T. M. Baiocchi, Christian Rose, Jonathan H. Chen
2021 Misc conf
Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment Design.
AMIA
Ben J. Marafino, Alejandro Schuler, Vincent X. Liu, Art B. Owen, Gabriel J. Escobar, Michael T. M. Baiocchi
2021 J jnl
Machine learning for initial insulin estimation in hospitalized patients.
J. Am. Medical Informatics Assoc.
Minh Nguyen, Ivana Jankovic, Laurynas Kalesinskas, Michael T. M. Baiocchi, Jonathan H. Chen
2021 Misc conf
Predicting Level of Care for Emergency Hospital Admissions to Optimize Triage.
AMIA
Minh Nguyen, Nicolai P. Ostberg, Conor K. Corbin, Tiffany Eulalio, Gautam Machiraju, Ben J. Marafino, Michael T. M. Baiocchi, Christian Rose, Jonathan H. Chen
2021 Misc conf
Randomized user testing of recommender system clinical decision support.
AMIA
Andre Kumar, Rachael C. Aikens, Jason Horn, Lisa Shieh, Mark A. Musen, Michael T. M. Baiocchi, Russ B. Altman, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen
2021 J jnl
stratamatch: Prognostic Score Stratification Using a Pilot Design.
R J.
Rachael C. Aikens, Joseph Rigdon, Justin Lee, Michael T. M. Baiocchi, Andrew B. Goldstone, Peter Chiu, Y. Joseph Woo, Jonathan H. Chen
2020 J jnl
OrderRex clinical user testing: a randomized trial of recommender system decision support on simulated cases.
J. Am. Medical Informatics Assoc.
Andre Kumar, Rachael C. Aikens, Jason Hom, Lisa Shieh, Jonathan Chiang, David Morales, Divya Saini, Mark A. Musen, Michael T. M. Baiocchi, Russ B. Altman, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen
2018 J jnl
An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes.
J. Biomed. Informatics
Jason K. Wang, Jason Hom, Santhosh Balasubramanian, Alejandro Schuler, Nigam H. Shah, Mary K. Goldstein, Michael T. M. Baiocchi, Jonathan H. Chen