Development and evaluation of models to predict death and myocardial infarction following coronary angioplasty and stenting. - Frederic S. Resnic; Jeffrey J. Popma; Lucila Ohno-Machado (AMIA, 2000)

Exploration of a Bayesian Updating Tool to Provide Real-Time Safety Monitoring for New Medical Devices. - Michael E. Matheny; Lucila Ohno-Machado; Frederic S. Resnic (AMIA, 2005)

Discrimination and calibration of mortality risk prediction models in interventional cardiology. - Michael E. Matheny; Lucila Ohno-Machado; Frederic S. Resnic (J. Biomed. Informatics, 2005)

A global goodness-of-fit test for receiver operating characteristic curve analysis via the bootstrap method. - Kelly H. Zou; Frederic S. Resnic; Ion-Florin Talos; Daniel Goldberg-Zimring; Jui G. Bhagwat; Steven Haker; Ron Kikinis; Ferenc A. Jolesz; Lucila Ohno-Machado (J. Biomed. Informatics, 2005)

Research Paper: Monitoring Device Safety in Interventional Cardiology. - Michael E. Matheny; Lucila Ohno-Machado; Frederic S. Resnic (J. Am. Medical Informatics Assoc., 2006)

Rare Adverse Event Monitoring of Medical Devices with the Use of an Automated Surveillance Tool. - Michael E. Matheny; Nipun Arora; Lucila Ohno-Machado; Frederic S. Resnic (AMIA, 2007)

Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality. - Michael E. Matheny; Frederic S. Resnic; Nipun Arora; Lucila Ohno-Machado (J. Biomed. Informatics, 2007)

Evaluation of an automated safety surveillance system using risk adjusted sequential probability ratio testing. - Michael E. Matheny; Sharon-Lise T. Normand; Thomas P. Gross; Danica Marinac-Dabic; Nilsa Loyo-Berrios; Venkatesan D. Vidi; Sharon Donnelly; Frederic S. Resnic (BMC Medical Informatics Decis. Mak., 2011)

Data Harmonization Barriers for Post Marketing Surveillance of Medications. - Fern FitzHenry; Frederic S. Resnic; Arijit Basu; Susan Robbins; Kenneth Nunes; Robert E. El-Kareh; Grace Kuo; Michael E. Matheny (AMIA, 2012)

National Post-Marketing Surveillance of Embolic Protection Devices in the Veterans Administration CART Program. - Michael E. Matheny; Fern FitzHenry; Arijit Basu; Susan Robbins; Richard Cope; Mary Plomondon; Thomas Maddox; Thomas Tsai; John Rumsfeld; Frederic S. Resnic (AMIA, 2012)

Developing the Veterans Health Administration ETL for the OMOP Common Data Model Version 3. - Lalit Nookala; Michael E. Matheny; Frederic S. Resnic; Susan Robbins; Fern FitzHenry (AMIA, 2012)

iDASH: integrating data for analysis, anonymization, and sharing. - Lucila Ohno-Machado; Vineet Bafna; Aziz A. Boxwala; Brian E. Chapman; Wendy Webber Chapman; Kamalika Chaudhuri; Michele E. Day; Claudiu Farcas; Nathaniel D. Heintzman; Xiaoqian Jiang; Hyeoneui Kim; Jihoon Kim 001; et al. (J. Am. Medical Informatics Assoc., 2012)

A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research. - Daniella Meeker; Xiaoqian Jiang; Michael E. Matheny; Claudiu Farcas; Michel D'Arcy; Laura Pearlman; Lavanya Nookala; Michele E. Day; Katherine K. Kim; Hyeoneui Kim; Aziz A. Boxwala; Robert E. El-Kareh; et al. (J. Am. Medical Informatics Assoc., 2015)

A Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation. - Sharon E. Davis; Henry Ssemaganda; Jejo Koola; Jialin Mao; Dax M. Westerman; Theodore Speroff; Usha Govindarajulu; Craig Ramsay; Lucila Ohno-Machado; Frederic S. Resnic; Michael E. Matheny (AMIA, 2022)

A Framework for Detecting Medical Device Safety Signals Confounded by Learning Effects Using Machine Learning. - Jejo D. Koola; Jialin Mao; Sharon E. Davis; Henry Ssemaganda; Dax M. Westerman; Lucila Ohno-Machado; Frederic S. Resnic; Michael E. Matheny (AMIA, 2022)

Can Data Science Move Medical Device Surveillance Forward? Highlights of Solutions and Remaining Challenges in Real-World Evidence Generation. - Michael E. Matheny; Art Sedrakyan; Omar Badawi; Danica Marinac-Dabic; Frederic S. Resnic (AMIA, 2022)

Disentangling and Characterizing Device Safety Signals and Learning Effects. - Henry Ssemaganda; Frederic S. Resnic; Sharon E. Davis; Usha Govindarajulu; Jejo Koola; Jialin Mao; Dax M. Westerman; Theodore Speroff; Craig Ramsay; Art Sedrakyan; Lucila Ohno-Machado; Michael E. Matheny (AMIA, 2022)

A machine learning framework to adjust for learning effects in medical device safety evaluation. - Jejo D. Koola; Karthik Ramesh; Jialin Mao; Minyoung Ahn; Sharon E. Davis; Usha Govindarajulu; Amy Perkins; Dax M. Westerman; Henry Ssemaganda; Theodore Speroff; Lucila Ohno-Machado; Craig Ramsay; et al. (J. Am. Medical Informatics Assoc., 2025)