Armando Bedoya

11 papers Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A federated learning framework for ethical dynamic treatment allocation across heterogeneous hospitals.
J. Biomed. Informatics
Xenia Konti, Nicoleta J. Economou-Zavlanos, Yi Shen, Giorgos Stamou, Armando Bedoya, Michael J. Pencina, Chuan Hong, Michael M. Zavlanos
2025 J jnl
An Agentic AI System for Multi-Framework Communication Coding.
CoRR
Bohao Yang, Rui Yang, Joshua M. Biro, Haoyuan Wang, Jessica L. Handley, Brianna Richardson, Sophia Bessias, Nicoleta J. Economou-Zavlanos, Armando Bedoya, Monica Agrawal, Michael M. Zavlanos, Anand Chowdhury, Raj M. Ratwani, Kai Sun, Kathryn I. Pollak, Michael J. Pencina, Chuan Hong
2025 J jnl
An evaluation framework for ambient digital scribing tools in clinical applications.
npj Digit. Medicine
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, Monica Agrawal, Raj M. Ratwani, Eric G. Poon, Michael J. Pencina, Kathryn I. Pollak, Chuan Hong
2025 J jnl
Application of unified health large language model evaluation framework to In-Basket message replies: bridging qualitative and quantitative assessments.
J. Am. Medical Informatics Assoc.
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, Eric G. Poon, Michael J. Pencina
2024 J jnl
Incorporating informatively collected laboratory data from EHR in clinical prediction models.
BMC Medical Informatics Decis. Mak.
Minghui Sun, Matthew M. Engelhard, Armando Bedoya, Benjamin Goldstein
2024 J jnl
Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare.
J. Am. Medical Informatics Assoc.
Nicoleta J. Economou-Zavlanos, Sophia Bessias, Michael P. Cary, Armando Bedoya, Benjamin Goldstein, John Eric Jelovsek, Cara O'Brien, Nancy Walden, Matthew Elmore, Amanda B. Parrish, Scott Elengold, Kay S. Lytle, Suresh Balu, Michael E. Lipkin, Afreen Idris Shariff, Michael Gao, David Leverenz, Ricardo Henao, David Y. Ming, David M. Gallagher, Michael J. Pencina, Eric G. Poon
2022 J jnl
A framework for the oversight and local deployment of safe and high-quality prediction models.
J. Am. Medical Informatics Assoc.
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, Michael J. Pencina
2021 J jnl
Looking for clinician involvement under the wrong lamp post: The need for collaboration measures.
J. Am. Medical Informatics Assoc.
Mark P. Sendak, Michael Gao, William Ratliff, Marshall Nichols, Armando Bedoya, Cara O'Brien, Suresh Balu
2020 — conf
"The human body is a black box": supporting clinical decision-making with deep learning.
FAT*
Mark P. Sendak, Madeleine Clare Elish, Michael Gao, Joseph Futoma, William Ratliff, Marshall Nichols, Armando Bedoya, Suresh Balu, Cara O'Brien
2019 J jnl
"The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning.
CoRR
Mark P. Sendak, Madeleine Clare Elish, Michael Gao, Joseph Futoma, William Ratliff, Marshall Nichols, Armando Bedoya, Suresh Balu, Cara O'Brien
2017 — conf
An Improved Multi-Output Gaussian Process RNN with Real-Time Validation for Early Sepsis Detection.
MLHC
Joseph Futoma, Sanjay Hariharan, Katherine A. Heller, Mark P. Sendak, Nathan Brajer, Meredith Clement, Armando Bedoya, Cara O'Brien