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Leo Anthony Celi

Write It Like You See It: Detectable Differences in Clinical Notes By Race Lead To Differential Model Recommendations

May 08, 2022
Hammaad Adam, Ming Ying Yang, Kenrick Cato, Ioana Baldini, Charles Senteio, Leo Anthony Celi, Jiaming Zeng, Moninder Singh, Marzyeh Ghassemi

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* Accepted to the 2022 AAAI/ACM Conference on AI, Ethics, and Society (AIES '22), ACM, Oxford, UK, 2022

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Prediction of Blood Lactate Values in Critically Ill Patients: A Retrospective Multi-center Cohort Study

Jul 07, 2021
Behrooz Mamandipoor, Wesley Yeung, Louis Agha-Mir-Salim, David J. Stone, Venet Osmani, Leo Anthony Celi

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* J Clin Monit Comput. 2021 PMID: 34224051
* 15 pages, 6 Appendices

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Predicting Hyperkalemia in the ICU and Evaluation of Generalizability and Interpretability

Jan 27, 2021
Gloria Hyunjung Kwak, Christina Chen, Lowell Ling, Erina Ghosh, Leo Anthony Celi, Pan Hui

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* AAAI 2021 Workshop: Trustworthy AI for Healthcare
* 6 pages, 3 figures, 3 tables

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Identifying Decision Points for Safe and Interpretable Reinforcement Learning in Hypotension Treatment

Jan 09, 2021
Kristine Zhang, Yuanheng Wang, Jianzhun Du, Brian Chu, Leo Anthony Celi, Ryan Kindle, Finale Doshi-Velez

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* NeurIPS 2020 Machine Learning for Health (ML4H) Workshop

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