Leo A. Celi - RankMe

41 papers A* 4B 5C 1Misc 2Journal 23Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Incorporating teacher effect when modeling student engagement in smart STEM classrooms: a cluster analysis. Smart Learn. Environ. Kelly Shreeve, Anthony Perry, Michael P. Cassidy, Kathryn Jessen Eller, Beth Price, Brandy Jackson, Leo A. Celi, Ismini Lourentzou, Luk Hendrik
2025	J	`jnl`	Representation Learning of Lab Values via Masked AutoEncoder. CoRR David S. Restrepo, Chenwei Wu, Yueran Jia, Jaden K. Sun, Jack Gallifant, Catherine G. Bielick, Yugang Jia, Leo A. Celi
2025	J	`jnl`	The Power of Data Communities. CoRR Lucas McCullum, Miguel Ángel Armengol de La Hoz, Catherine G. Bielick, Daniel K. Ebner, Amelia Fiske, Jack Gallifant, Judy W. Gichoya, Rahul Gorijavolu, Nura Izath, Anna E. Premo, Alice Rangel Teixeira, Christopher M. Sauer, Leo A. Celi
2024	—	`conf`	Evaluating the Impact of Pulse Oximetry Bias in Machine Learning Under Counterfactual Thinking. AMAI@MICCAI Inês Martins, João Matos, Tiago Gonçalves, Leo A. Celi, An-Kwok Ian Wong, Jaime S. Cardoso
2024	J	`jnl`	Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual Thinking. CoRR Inês Martins, João Matos, Tiago Gonçalves, Leo A. Celi, An-Kwok Ian Wong, Jaime S. Cardoso
2024	J	`jnl`	Identifying and improving the "ground truth" of race in disparities research through improved EMR data reporting. A systematic review. Int. J. Medical Informatics Babajide O. Owosela, Rebecca S. Steinberg, Sharon L. Leslie, Leo A. Celi, Saptarshi Purkayastha, Rakesh Shiradkar, Janice M. Newsome, Judy W. Gichoya
2024	J	`jnl`	WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation. CoRR João Matos, Shan Chen, Siena Placino, Yingya Li, Juan Carlos Climent Pardo, Daphna Idan, Takeshi Tohyama, David S. Restrepo, Luis Filipe Nakayama, Jose M. M. Pascual-Leone, Guergana Savova, Hugo J. W. L. Aerts, Leo A. Celi, An-Kwok Ian Wong, Danielle S. Bitterman, Jack Gallifant
2023	—	`conf`	De-identification and Obfuscation of Gender Attributes from Retinal Scans. CLIP/FAIMI/EPIMI@MICCAI Chenwei Wu, Xiyu Yang, Emil Ghitman Gilkes, Hanwen Cui, Jiheon Choi, Na Sun, Ziqian Liao, Bo Fan, Mauricio Santillana, Leo A. Celi, Paolo Silva, Luis Filipe Nakayama
2023	J	`jnl`	Enabling chronic obstructive pulmonary disease diagnosis through chest X-rays: A multi-site and multi-modality study. Int. J. Medical Informatics 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
2022	—	`conf`	CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships Between Chest X-Rays. MICCAI (1) Gaurang Karwande, Amarachi Mbakawe, Joy T. Wu, Leo A. Celi, Mehdi Moradi, Ismini Lourentzou
2022	J	`jnl`	CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships between Chest X-Rays. CoRR Gaurang Karwande, Amarachi Mbakawe, Joy T. Wu, Leo A. Celi, Mehdi Moradi, Ismini Lourentzou
2022	J	`jnl`	Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare. npj Digit. Medicine Jean Feng, Rachael V. Phillips, Ivana Malenica, Andrew Bishara, Alan E. Hubbard, Leo A. Celi, Romain Pirracchio
2021	J	`jnl`	Chest ImaGenome Dataset for Clinical Reasoning. CoRR 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
2021	J	`jnl`	Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. npj Digit. Medicine 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
2020	A*	`conf`	Ensembles of Locally Independent Prediction Models. AAAI Andrew Slavin Ross, Weiwei Pan, Leo A. Celi, Finale Doshi-Velez
2020	J	`jnl`	Evaluating Progress on Machine Learning for Longitudinal Electronic Healthcare Data. CoRR David R. Bellamy, Leo A. Celi, Andrew L. Beam
2020	J	`jnl`	Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation. CoRR Aaron Sonabend W., Junwei Lu, Leo A. Celi, Tianxi Cai, Peter Szolovits
2020	A*	`conf`	Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions. ICML Omer Gottesman, Joseph Futoma, Yao Liu, Sonali Parbhoo, Leo A. Celi, Emma Brunskill, Finale Doshi-Velez
2020	A*	`conf`	Regional Tree Regularization for Interpretability in Deep Neural Networks. AAAI Mike Wu, Sonali Parbhoo, Michael C. Hughes, Ryan Kindle, Leo A. Celi, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez
2019	B	`conf`	An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs. FUZZ-IEEE João M. C. Sousa, Susana M. Vieira, João P. Carvalho, Sara C. Madeira, Leo A. Celi, Stan N. Finkelstein
2019	B	`conf`	Fuzzy Modeling of Survival Associated to Insulin Therapy in the ICU. FUZZ-IEEE Aldo Arévalo, Bernardo M. Firme, Susana M. Vieira, Leo A. Celi, Stan N. Finkelstein, João M. C. Sousa
2019	Misc	`conf`	Identifying documented medical non-adherence from clinical notes using natural language processing. AMIA Joy T. Wu, David W. Grant, Shrey Lakhotia, Patrick D. Tyler, Daniel F. Gruhl, Chaitanya Shivade, Sebastian Gehrmann, Leo A. Celi
2019	J	`jnl`	Migration through Machine Learning Lens - Predicting Sexual and Reproductive Health Vulnerability of Young Migrants. CoRR Amber Nigam, Pragati Jaiswal, Uma M. Girkar, Teertha Arora, Leo A. Celi
2019	C	`conf`	One-Year Mortality Prediction in ICU Patients with Diagnosis of Sepsis Driven by Population Similarities. BIBE J. E. Garcia-Gallo, N. J. Fonseca-Ruiz, Leo A. Celi, J. F. Duitama-Muñoz
2019	J	`jnl`	Regional Tree Regularization for Interpretability in Black Box Models. CoRR Mike Wu, Sonali Parbhoo, Michael C. Hughes, Ryan Kindle, Leo A. Celi, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez
2019	J	`jnl`	Understanding the Artificial Intelligence Clinician and optimal treatment strategies for sepsis in intensive care. CoRR Matthieu Komorowski, Leo A. Celi, Omar Badawi, Anthony C. Gordon, A. Aldo Faisal
2018	B	`conf`	Fuzzy Modeling for Predicting Patient Survival Rate in ICU with AKI. FUZZ-IEEE Andre D. Silva, Clara C. Correia, Cátia M. Salgado, Stan N. Finkelstein, Leo A. Celi, João M. C. Sousa, Susana M. Vieira
2018	J	`jnl`	Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability. CoRR Uma M. Girkar, Ryo Uchimido, Li-Wei H. Lehman, Peter Szolovits, Leo A. Celi, Wei-Hung Weng
2018	J	`jnl`	The MIMIC Code Repository: enabling reproducibility in critical care research. J. Am. Medical Informatics Assoc. Alistair E. W. Johnson, David J. Stone, Leo A. Celi, Tom J. Pollard
2017	—	`conf`	Analyzing the eICU Collaborative Research Database. BCB Alistair E. W. Johnson, Tom J. Pollard, Leo A. Celi, Roger G. Mark
2017	J	`jnl`	Deep Reinforcement Learning for Sepsis Treatment. CoRR Aniruddh Raghu, Matthieu Komorowski, Imran Ahmed, Leo A. Celi, Peter Szolovits, Marzyeh Ghassemi
2017	J	`jnl`	Understanding vasopressor intervention and weaning: risk prediction in a public heterogeneous clinical time series database. J. Am. Medical Informatics Assoc. Mike Wu, Marzyeh Ghassemi, Mengling Feng, Leo A. Celi, Peter Szolovits, Finale Doshi-Velez
2016	A*	`conf`	Predicting ICU Mortality Risk by Grouping Temporal Trends from a Multivariate Panel of Physiologic Measurements. AAAI Yuan Luo, Yu Xin, Rohit Joshi, Leo A. Celi, Peter Szolovits
2013	J	`jnl`	Accessing the public MIMIC-II intensive care relational database for clinical research. BMC Medical Informatics Decis. Mak. Daniel J. Scott, Joon Lee, Ikaro Silva, Shinhyuk Park, George B. Moody, Leo A. Celi, Roger G. Mark
2013	J	`jnl`	Reducing unnecessary lab testing in the ICU with artificial intelligence. Int. J. Medical Informatics Federico Cismondi, Leo A. Celi, André S. Fialho, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
2012	J	`jnl`	Collective Experience: A Database-Fuelled, Inter-Disciplinary Team-Led Learning System. J. Comput. Sci. Eng. Leo A. Celi, Roger G. Mark, Joon Lee, Daniel J. Scott, Trishan Panch
2012	—	`conf`	S2DIA: A Diagnostic System for Diabetes mellitus using SANA platform. EMBC 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
2012	Misc	`conf`	Sana Mobile 2.0: Technical Architecture for an Open Source Platform for Global mHealth. AMIA Kenneth Paik, Eric Winkler, Russell Ryan, Leo A. Celi, William T. Lester
2011	B	`conf`	Fuzzy modeling to predict administration of vasopressors in intensive care unit patients. FUZZ-IEEE André S. Fialho, Federico Cismondi, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
2011	B	`conf`	Predicting laboratory testing in intensive care using fuzzy and neural modeling. FUZZ-IEEE Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
2010	—	`conf`	Intelligent Heartsound Diagnostics on a Cellphone Using a Hands-Free Kit. AAAI Spring Symposium: Artificial Intelligence for Development Tiffany L. Chen, Katherine Kuan, Leo A. Celi, Gari D. Clifford