A Multi-Institutional Review and Validation of Federated Query Results in Multiple Common Data Models. - Wade L. Schulz; Hobart Patrick Young; Kathryn J. Ruddy; Nilay D. Shah; Joseph S. Ross; Scott Gordon; Mitra Rocca; Guoqian Jiang (AMIA, 2018)

Aggregating multiple real-world data sources using a patient-centered health-data-sharing platform. - Sanket S. Dhruva; Joseph S. Ross; Joseph G. Akar; Brittany Caldwell; Karla Childers; Wing Chow; Laura Ciaccio; Paul Coplan; Jun Dong; Hayley J. Dykhoff; Stephen Johnston; Todd Kellogg; et al. (npj Digit. Medicine, 2020)

Outcomes-Driven Clinical Phenotyping in Cardiogenic Shock using a Mixture of Experts. - Nathan C. Hurley; Alyssa Berkowitz; Frederick Masoudi; Joseph S. Ross; Nihar Desai; Nilay Shah; Sanket S. Dhruva; Bobak J. Mortazavi (BHI, 2021)

Feasibility of capturing real-world data from health information technology systems at multiple centers to assess cardiac ablation device outcomes: A fit-for-purpose informatics analysis report. - Guoqian Jiang; Sanket S. Dhruva; Jiajing Chen; Wade L. Schulz; Amit A. Doshi; Peter A. Noseworthy; Shumin Zhang; Yue Yu; Hobart Patrick Young; Eric Brandt; Keondae R. Ervin; Nilay D. Shah; et al. (J. Am. Medical Informatics Assoc., 2021)

A multicenter evaluation of computable phenotyping approaches for SARS-CoV-2 infection and COVID-19 hospitalizations. - Rohan Khera; Bobak J. Mortazavi; Veer Sangha; Frederick Warner; Hobart Patrick Young; Joseph S. Ross; Nilay D. Shah; Elitza S. Theel; William G. Jenkinson; Camille Knepper; Karen H. Wang; David Peaper; et al. (npj Digit. Medicine, 2022)

An explainable machine learning-based phenomapping strategy for adaptive predictive enrichment in randomized clinical trials. - Evangelos K. Oikonomou; Phyllis M. Thangaraj; Deepak L. Bhatt; Joseph S. Ross; Lawrence H. Young; Harlan M. Krumholz; Marc A. Suchard; Rohan Khera (npj Digit. Medicine, 2023)

Trustworthy and ethical AI-enabled cardiovascular care: a rapid review. - Maryam Mooghali; Austin M. Stroud; Dong Whi Yoo; Barbara A. Barry; Alyssa A. Grimshaw; Joseph S. Ross; Xuan Zhu; Jennifer E. Miller (BMC Medical Informatics Decis. Mak., 2024)

An App a Day will (Probably Not) Keep the Doctor Away: An Evidence Audit of Health and Medical Apps Available on the Apple App Store. - Jessica Morley; Joel Laitila; Joseph S. Ross; Joel Schamroth; Joe Zhang; Luciano Floridi (Minds Mach., 2025)