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Nicoleta J. Economou-Zavlanos
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2020 – today
- 2026
[j7]Michael P. Cary, Regina G. Russell, Christina Silcox
, Kay S. Lytle
, Lisa Soleymani Lehmann, Maia Hightower, Nicoleta J. Economou-Zavlanos
, Vincent Guilamo-Ramos:
Bridging the governance gap in health artificial intelligence: integrating nursing perspectives into the National Academy of Medicine Artificial Intelligence Code of Conduct. J. Am. Medical Informatics Assoc. 33(5): 1077-1080 (2026)
[j6]Xenia Konti, Nicoleta J. Economou-Zavlanos, Yi Shen, Giorgos Stamou, Armando Bedoya
, Michael J. Pencina, Chuan Hong, Michael M. Zavlanos:
A federated learning framework for ethical dynamic treatment allocation across heterogeneous hospitals. J. Biomed. Informatics 174: 104987 (2026)
[i5]Zhuhan Bao, Rui Yang, Bohao Yang, Zhiyi Liu, Sicheng Shu, Ruio Heerschap, Le Li, Doris Yang, Elisabeth Bond, Haoyuan Wang, Nicoleta J. Economou-Zavlanos, Joshua M. Biro, Matthew McDermott, Nan Liu, Anand Chowdhury, Kai Sun, Kathryn I. Pollak, Ed Hammond, Chuan Hong:
SIMAX: A Scalable and Interpretable Framework for Multi-Fidelity and Annotated Clinician-Patient Dialogue Simulation. CoRR abs/2606.30491 (2026)- 2025
[j5]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
:
Application of unified health large language model evaluation framework to In-Basket message replies: bridging qualitative and quantitative assessments. J. Am. Medical Informatics Assoc. 32(4): 626-637 (2025)
[j4]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:
An evaluation framework for ambient digital scribing tools in clinical applications. npj Digit. Medicine 8(1) (2025)
[i4]Pengxi Liu, Yi Shen, Matthew M. Engelhard, Benjamin Alan Goldstein, Michael J. Pencina, Nicoleta J. Economou-Zavlanos, Michael M. Zavlanos:
FairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport. CoRR abs/2508.03940 (2025)
[i3]Xenia Konti, Yi Shen, Zifan Wang
, Karl Henrik Johansson, Michael J. Pencina, Nicoleta J. Economou-Zavlanos, Michael M. Zavlanos:
Group Distributionally Robust Machine Learning under Group Level Distributional Uncertainty. CoRR abs/2509.08942 (2025)
[i2]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:
An Agentic AI System for Multi-Framework Communication Coding. CoRR abs/2512.08659 (2025)- 2024
[j3]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
:
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. 31(3): 705-713 (2024)
[c1]Xenia Konti, Hans Riess, Manos Giannopoulos, Yi Shen, Michael J. Pencina, Nicoleta J. Economou-Zavlanos, Michael M. Zavlanos:
Distributionally Robust Clustered Federated Learning: A Case Study in Healthcare. CDC 2024: 4165-4172
[i1]Xenia Konti, Hans Riess, Manos Giannopoulos, Yi Shen, Michael J. Pencina, Nicoleta J. Economou-Zavlanos, Michael M. Zavlanos:
Distributionally Robust Clustered Federated Learning: A Case Study in Healthcare. CoRR abs/2410.07039 (2024)- 2023
[j2]Shauna M. Overgaard
, Megan G. Graham
, Tracey Brereton, Michael J. Pencina, John D. Halamka
, David E. Vidal
, Nicoleta J. Economou-Zavlanos
:
Implementing quality management systems to close the AI translation gap and facilitate safe, ethical, and effective health AI solutions. npj Digit. Medicine 6 (2023)- 2022
[j1]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:
A framework for the oversight and local deployment of safe and high-quality prediction models. J. Am. Medical Informatics Assoc. 29(9): 1631-1636 (2022)
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