Leo Anthony Celi

Researcher, Massachusetts Institute of Technology

Physician, Beth Israel Deaconess Medical Center

Joined

April 2021

Names

Leo Anthony Celi (Preferred)

Emails

****@mit.edu (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Researcher

Massachusetts Institute of Technology (mit.edu)

2010 – Present

Physician

Beth Israel Deaconess Medical Center (bidmc.harvard.edu)

2010 – Present

Advisors, Relations & Conflicts

PhD Advisee

Marzyeh Ghassemi

2011 – 2017

Expertise

Health Data Science

2010 – Present

Publications

Cached Foundation Model Summaries for Memory-Efficient Clinical Time Series Inference
Rafi Al Attrach, Rajna Fani, David Restrepo, Yugang jia, Leo Anthony Celi, Peter J. Schüffler
- ICLR 2026 TSALM Workshop Poster
- Readers: Everyone
Algorithms Trained on Normal Chest X-rays Can Predict Health Insurance Types
Chi-Yu Chen, Rawan Abulibdeh, Arash Asgari, Sebastián Andrés Cajas Ordóñez, Leo Anthony Celi, Deirdre Goode, Hassan Hamidi, Ned McCague, Laleh Seyyed-Kalantari, Thomas Sounack, Po-Chih Kuo
- MIDL 2026 - Validation Papers Poster
- Readers: Everyone
Uncertainty-Aware Generative Oversampling Using an Entropy-Guided Conditional Variational Autoencoder
Amirhossein Zare, Amirhessam Zare, Parmida Sadat Pezeshki, Herlock Rahimi, Ali Ebrahimi, Ignacio Vázquez-García, Leo Anthony Celi
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Leveraging electronic health records for data science: common pitfalls and how to avoid them
Christopher Martin Sauer, Li-Ching Chen, Stephanie Hyland, Armand Girbes, Paul Elbers, Leo Anthony Celi
- OpenReview Archive Direct Upload
- Readers: Everyone
Enabling chronic obstructive pulmonary disease diagnosis through chest X-rays: A multi-site and multi-modality study
Ryan Wang, Li-Ching Chen, Lama Moukheiber, Kenneth Seastedt, Mira Moukheiber, Dana Moukheiber, Zachary Zaiman, Sulaiman Moukheiber, Tess Litchman, Hari Trivedi, Rebecca Steinberg, Judy Gichoya, Po-Chih Kuo, Leo Anthony Celi
- OpenReview Archive Direct Upload
- Readers: Everyone
Drop the shortcuts: image augmentation improves fairness and decreases AI detection of race and other demographics from medical images
Ryan Wang, Li-Ching Chen, Po-Chih Kuo, Kenneth Seastedt, Judy Gichoya, Leo Anthony Celi
- OpenReview Archive Direct Upload
- Readers: Everyone
Understanding artificial intelligence in critical care: opportunities, risks, and practical applications
Rodrigo Gameiro, Leo Anthony Celi
- OpenReview Archive Direct Upload
- Readers: Everyone
The Data Artifacts Glossary: a community-based repository for bias on health datasets
Rodrigo Gameiro, Leo Anthony Celi
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning Representations from Incomplete EHR Data with Dual-Masked Autoencoding
Xiao Xiang, David Restrepo, Hyewon Jeong, Yugang jia, Leo Anthony Celi
- TS4H NeurIPS 2025 Spotlight
- Readers: Everyone
Volatility-Aware Masking Improves Performance and Efficiency of Pretrained EHR Foundation Models
Rajna Fani, Rafi Al Attrach, Yugang jia, David Restrepo, Leo Anthony Celi, Peter Schueffler
- TS4H NeurIPS 2025 Poster
- Readers: Everyone

View all 17 publications

Co-Authors

View all 85 co-authors