An Improved Multi-Output Gaussian Process RNN with Real-Time Validation for Early Sepsis Detection. - Joseph Futoma; Sanjay Hariharan; Katherine A. Heller; Mark P. Sendak; Nathan Brajer; Meredith Clement; Armando Bedoya; Cara O'Brien (MLHC, 2017)

"The human body is a black box": supporting clinical decision-making with deep learning. - Mark P. Sendak; Madeleine Clare Elish; Michael Gao; Joseph Futoma; William Ratliff; Marshall Nichols; Armando Bedoya; Suresh Balu; Cara O'Brien (FAT*, 2020)

Looking for clinician involvement under the wrong lamp post: The need for collaboration measures. - Mark P. Sendak; Michael Gao; William Ratliff; Marshall Nichols; Armando Bedoya; Cara O'Brien; Suresh Balu (J. Am. Medical Informatics Assoc., 2021)

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)

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)

Incorporating informatively collected laboratory data from EHR in clinical prediction models. - Minghui Sun; Matthew M. Engelhard; Armando Bedoya; Benjamin Goldstein 001 (BMC Medical Informatics Decis. Mak., 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)