A framework for the oversight and local deployment of safe and high-quality prediction models. - Armando Bedoya; Nicoleta J. Economou-Zavlanos; Benjamin Alan Goldstein; Allison Young; John Eric Jelovsek; Cara O'Brien; Amanda B. Parrish; Scott Elengold; Kay Lytle; Suresh Balu; Erich Huang; Eric G. Poon; et al. (J. Am. Medical Informatics Assoc., 2022)

Implementing quality management systems to close the AI translation gap and facilitate safe, ethical, and effective health AI solutions. - Shauna M. Overgaard; Megan G. Graham; Tracey Brereton; Michael J. Pencina; John D. Halamka; David E. Vidal; Nicoleta J. Economou-Zavlanos (npj Digit. Medicine, 2023)

Distributionally Robust Clustered Federated Learning: A Case Study in Healthcare. - Xenia Konti; Hans Riess; Manos Giannopoulos; Yi Shen 011; Michael J. Pencina; Nicoleta J. Economou-Zavlanos; Michael M. Zavlanos (CDC, 2024)

Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare. - Nicoleta J. Economou-Zavlanos; Sophia Bessias; Michael P. Cary; Armando Bedoya; Benjamin Goldstein 001; John Eric Jelovsek; Cara O'Brien; Nancy Walden; Matthew Elmore; Amanda B. Parrish; Scott Elengold; Kay S. Lytle; et al. (J. Am. Medical Informatics Assoc., 2024)

Application of unified health large language model evaluation framework to In-Basket message replies: bridging qualitative and quantitative assessments. - Chuan Hong; Anand Chowdhury; Anthony D. Sorrentino; Haoyuan Wang; Monica Agrawal; Armando Bedoya; Sophia Bessias; Nicoleta J. Economou-Zavlanos; Ian Wong; Christian Pean; Fan Li; Kathryn I. Pollak; et al. (J. Am. Medical Informatics Assoc., 2025)

An evaluation framework for ambient digital scribing tools in clinical applications. - Haoyuan Wang; Rui Yang; Mahmoud Alwakeel; Ankit Kayastha; Anand Chowdhury; Joshua M. Biro; Anthony D. Sorrentino; Jessica L. Handley; Sarah Hantzmon; Sophia Bessias; Nicoleta J. Economou-Zavlanos; Armando Bedoya; et al. (npj Digit. Medicine, 2025)

FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport. - Pengxi Liu; Yi Shen 011; Matthew M. Engelhard; Benjamin Alan Goldstein; Michael J. Pencina; Nicoleta J. Economou-Zavlanos; Michael M. Zavlanos (CoRR, 2025)