Celi, Leo Anthony

9 publications

AAAI 2025 Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs David S. Restrepo, Chenwei Wu, Zhengxu Tang, Zitao Shuai, Thao Nguyen Minh Phan, Jun-En Ding, Cong-Tinh Dao, Jack Gallifant, Robyn Gayle Dychiao, Jose Carlo Artiaga, André Hiroshi Bando, Carolina Pelegrini Barbosa Gracitelli, Vincenz Ferrer, Leo Anthony Celi, Danielle S. Bitterman, Michael G. Morley, Luis Filipe Nakayama

NeurIPS 2024 Cross-Care: Assessing the Healthcare Implications of Pre-Training Data on Language Model Bias Shan Chen, Jack Gallifant, Mingye Gao, Pedro Moreira, Nikolaj Munch, Ajay Muthukkumar, Arvind Rajan, Jaya Kolluri, Amelia Fiske, Janna Hastings, Hugo Aerts, Brian Anthony, Leo Anthony Celi, William G. La Cava, Danielle S. Bitterman

NeurIPSW 2024 Fairness of AI Models in Vector Embedded Chest X-Ray Representations Gebreyowhans Hailekiros Bahre, Hassan Hamidi, Francesco Calimeri, Andrew Sellergren, Leo Anthony Celi, Laleh Seyyed-Kalantari

CHIL 2022 Identification of Subgroups with Similar Benefits in Off-Policy Policy Evaluation Ramtin Keramati, Omer Gottesman, Leo Anthony Celi, Finale Doshi-Velez, Emma Brunskill

NeurIPSW 2022 Identifying Structure in the MIMIC ICU Dataset Zad Chin, Shivam Raval, Finale Doshi-Velez, Martin Wattenberg, Leo Anthony Celi

NeurIPS 2020 Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation Aaron Sonabend, Junwei Lu, Leo Anthony Celi, Tianxi Cai, Peter Szolovits

MLHC 2018 Racial Disparities and Mistrust in End-of-Life Care Willie Boag, Harini Suresh, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi

MLHC 2017 Clinical Intervention Prediction and Understanding with Deep Neural Networks Harini Suresh, Nathan Hunt, Alistair Johnson, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi

MLHC 2017 Continuous State-Space Models for Optimal Sepsis Treatment: A Deep Reinforcement Learning Approach Aniruddh Raghu, Matthieu Komorowski, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi