Leo A. Celi

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 25

Top Topics

Intensive Care Units

Top Venues

Int. J. Medical Informatics

Publications

Babajide O. Owosela, Rebecca S. Steinberg, Sharon L. Leslie, Leo A. Celi, Saptarshi Purkayastha, Rakesh Shiradkar, Janice M. Newsome, Judy W. Gichoya
Identifying and improving the "ground truth" of race in disparities research through improved EMR data reporting. A systematic review. Int. J. Medical Informatics 182 (2024)
Ryan Wang, Li-Ching Chen, Lama Moukheiber, Kenneth Patrick Seastedt, Mira Moukheiber, Dana Moukheiber, Zachary Zaiman, Sulaiman Moukheiber, Tess Litchman, Hari Trivedi, Rebecca Steinberg, Judy W. Gichoya, Po-Chih Kuo, Leo A. Celi
Enabling chronic obstructive pulmonary disease diagnosis through chest X-rays: A multi-site and multi-modality study. Int. J. Medical Informatics 178 (2023)
Gaurang Karwande, Amarachi Mbakawe, Joy T. Wu, Leo A. Celi, Mehdi Moradi, Ismini Lourentzou
CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships Between Chest X-Rays. MICCAI (1) (2022)
Jean Feng, Rachael V. Phillips, Ivana Malenica, Andrew Bishara, Alan E. Hubbard, Leo A. Celi, Romain Pirracchio
Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare. npj Digit. Medicine 5 (2022)
Gaurang Karwande, Amarachi Mbakawe, Joy T. Wu, Leo A. Celi, Mehdi Moradi, Ismini Lourentzou
CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships between Chest X-Rays. CoRR (2022)
Joy T. Wu, Nkechinyere N. Agu, Ismini Lourentzou, Arjun Sharma, Joseph A. Paguio, Jasper S. Yao, Edward C. Dee, William Mitchell, Satyananda Kashyap, Andrea Giovannini, Leo A. Celi, Mehdi Moradi
Chest ImaGenome Dataset for Clinical Reasoning. CoRR (2021)
Arne Peine, Ahmed Hallawa, Johannes Bickenbach, Guido Dartmann, Lejla Begic Fazlic, Anke Schmeink, Gerd Ascheid, Christoph Thiemermann, Andreas Schuppert, Ryan Kindle, Leo A. Celi, Gernot Marx, Lukas Martin
Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. npj Digit. Medicine 4 (2021)
Aaron Sonabend W., Junwei Lu, Leo A. Celi, Tianxi Cai, Peter Szolovits
Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation. CoRR (2020)
Andrew Slavin Ross, Weiwei Pan, Leo A. Celi, Finale Doshi-Velez
Ensembles of Locally Independent Prediction Models. AAAI (2020)
Mike Wu, Sonali Parbhoo, Michael C. Hughes, Ryan Kindle, Leo A. Celi, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez
Regional Tree Regularization for Interpretability in Deep Neural Networks. AAAI (2020)
Omer Gottesman, Joseph Futoma, Yao Liu, Sonali Parbhoo, Leo A. Celi, Emma Brunskill, Finale Doshi-Velez
Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions. ICML (2020)
Aldo Arévalo, Bernardo M. Firme, Susana M. Vieira, Leo A. Celi, Stan N. Finkelstein, João M. C. Sousa
Fuzzy Modeling of Survival Associated to Insulin Therapy in the ICU. FUZZ-IEEE (2019)
Amber Nigam, Pragati Jaiswal, Uma M. Girkar, Teertha Arora, Leo A. Celi
Migration through Machine Learning Lens - Predicting Sexual and Reproductive Health Vulnerability of Young Migrants. CoRR (2019)
Joy T. Wu, David W. Grant, Shrey Lakhotia, Patrick D. Tyler, Daniel F. Gruhl, Chaitanya Shivade, Sebastian Gehrmann, Leo A. Celi
Identifying documented medical non-adherence from clinical notes using natural language processing. AMIA (2019)
Matthieu Komorowski, Leo A. Celi, Omar Badawi, Anthony C. Gordon, A. Aldo Faisal
Understanding the Artificial Intelligence Clinician and optimal treatment strategies for sepsis in intensive care. CoRR (2019)
J. E. Garcia-Gallo, N. J. Fonseca-Ruiz, Leo A. Celi, J. F. Duitama-Muñoz
One-Year Mortality Prediction in ICU Patients with Diagnosis of Sepsis Driven by Population Similarities. BIBE (2019)
Mike Wu, Sonali Parbhoo, Michael C. Hughes, Ryan Kindle, Leo A. Celi, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez
Regional Tree Regularization for Interpretability in Black Box Models. CoRR (2019)
João M. C. Sousa, Susana M. Vieira, João P. Carvalho, Sara C. Madeira, Leo A. Celi, Stan N. Finkelstein
An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs. FUZZ-IEEE (2019)
Andre D. Silva, Clara C. Correia, Cátia M. Salgado, Stan N. Finkelstein, Leo A. Celi, João M. C. Sousa, Susana M. Vieira
Fuzzy Modeling for Predicting Patient Survival Rate in ICU with AKI. FUZZ-IEEE (2018)
Uma M. Girkar, Ryo Uchimido, Li-Wei H. Lehman, Peter Szolovits, Leo A. Celi, Wei-Hung Weng
Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability. CoRR (2018)
Alistair E. W. Johnson, David J. Stone, Leo A. Celi, Tom J. Pollard
The MIMIC Code Repository: enabling reproducibility in critical care research. J. Am. Medical Informatics Assoc. 25 (1) (2018)
Aniruddh Raghu, Matthieu Komorowski, Imran Ahmed, Leo A. Celi, Peter Szolovits, Marzyeh Ghassemi
Deep Reinforcement Learning for Sepsis Treatment. CoRR (2017)
Mike Wu, Marzyeh Ghassemi, Mengling Feng, Leo A. Celi, Peter Szolovits, Finale Doshi-Velez
Understanding vasopressor intervention and weaning: risk prediction in a public heterogeneous clinical time series database. J. Am. Medical Informatics Assoc. 24 (3) (2017)
Alistair E. W. Johnson, Tom J. Pollard, Leo A. Celi, Roger G. Mark
Analyzing the eICU Collaborative Research Database. BCB (2017)
Yuan Luo, Yu Xin, Rohit Joshi, Leo A. Celi, Peter Szolovits
Predicting ICU Mortality Risk by Grouping Temporal Trends from a Multivariate Panel of Physiologic Measurements. AAAI (2016)
Federico Cismondi, Leo A. Celi, André S. Fialho, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
Reducing unnecessary lab testing in the ICU with artificial intelligence. Int. J. Medical Informatics 82 (5) (2013)
Daniel J. Scott, Joon Lee, Ikaro Silva, Shinhyuk Park, George B. Moody, Leo A. Celi, Roger G. Mark
Accessing the public MIMIC-II intensive care relational database for clinical research. BMC Medical Informatics Decis. Mak. 13 (2013)
Clayton Maciel Costa, Dikson D. Gondim, Dibson D. Gondim, Heliana B. Soares, Anna G. C. D. Ribeiro, Ikaro Silva, Erick Winkler, Leo A. Celi, Ana M. G. Guerreiro, Cicilia Raquel Maia Leite
S2DIA: A Diagnostic System for Diabetes mellitus using SANA platform. EMBC (2012)
Kenneth Paik, Eric Winkler, Russell Ryan, Leo A. Celi, William T. Lester
Sana Mobile 2.0: Technical Architecture for an Open Source Platform for Global mHealth. AMIA (2012)
Leo A. Celi, Roger G. Mark, Joon Lee, Daniel J. Scott, Trishan Panch
Collective Experience: A Database-Fuelled, Inter-Disciplinary Team-Led Learning System. J. Comput. Sci. Eng. 6 (1) (2012)
Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
Predicting laboratory testing in intensive care using fuzzy and neural modeling. FUZZ-IEEE (2011)
André S. Fialho, Federico Cismondi, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
Fuzzy modeling to predict administration of vasopressors in intensive care unit patients. FUZZ-IEEE (2011)
Tiffany Chen, Katherine Kuan, Leo A. Celi, Gari D. Clifford
Intelligent Heartsound Diagnostics on a Cellphone Using a Hands-Free Kit. AAAI Spring Symposium: Artificial Intelligence for Development (2010)