| 2024 | MICCAI | Evaluating the Impact of Pulse Oximetry Bias in Machine Learning Under Counterfactual Thinking. | Ins Martins, Joo Matos, Tiago Gonalves, Leo A. Celi, An-Kwok Ian Wong, Jaime S. Cardoso |
| 2022 | MICCAI | CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships Between Chest X-Rays. | Gaurang Karwande, Amarachi Mbakawe, Joy T. Wu, Leo A. Celi, Mehdi Moradi, Ismini Lourentzou |
| 2020 | AAAI | Ensembles of Locally Independent Prediction Models. | Andrew Slavin Ross, Weiwei Pan, Leo A. Celi, Finale Doshi-Velez |
| 2020 | AAAI | Regional Tree Regularization for Interpretability in Deep Neural Networks. | Mike Wu, Sonali Parbhoo, Michael C. Hughes, Ryan Kindle, Leo A. Celi, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez |
| 2020 | ICML | Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions. | Omer Gottesman, Joseph Futoma, Yao Liu, Sonali Parbhoo, Leo A. Celi, Emma Brunskill, Finale Doshi-Velez |
| 2019 | AMIA | Identifying documented medical non-adherence from clinical notes using natural language processing. | Joy T. Wu, David W. Grant, Shrey Lakhotia, Patrick D. Tyler, Daniel F. Gruhl, Chaitanya Shivade, Sebastian Gehrmann, Leo A. Celi |
| 2019 | BIBE | One-Year Mortality Prediction in ICU Patients with Diagnosis of Sepsis Driven by Population Similarities. | J. E. Garcia-Gallo, N. J. Fonseca-Ruiz, Leo A. Celi, J. F. Duitama-Muoz |
| 2016 | AAAI | Predicting ICU Mortality Risk by Grouping Temporal Trends from a Multivariate Panel of Physiologic Measurements. | Yuan Luo, Yu Xin, Rohit Joshi, Leo A. Celi, Peter Szolovits |
| 2012 | AMIA | Sana Mobile 2.0: Technical Architecture for an Open Source Platform for Global mHealth. | Kenneth Paik, Eric Winkler, Russell Ryan, Leo A. Celi, William T. Lester |