R. Kindle

Intensive Care Unit Telemedicine in the Era of Big Data, Artificial Intelligence, and Computer Clinical Decision Support Systems.

L. Celi, O. Badawi, R. Kindle, 2019, Critical care clinics.

Comparative Effectiveness of Moderna, Pfizer-BioNTech, and Janssen (Johnson & Johnson) Vaccines in Preventing COVID-19 Hospitalizations Among Adults Without Immunocompromising Conditions — United States, March–August 2021

David W. McDonald, Meghan A. Wallace, Joel D. Levitt, 2021, MMWR. Morbidity and mortality weekly report.

Sustained Effectiveness of Pfizer-BioNTech and Moderna Vaccines Against COVID-19 Associated Hospitalizations Among Adults — United States, March–July 2021

David W. McDonald, Meghan A. Wallace, Joel D. Levitt, 2021, MMWR. Morbidity and mortality weekly report.

Regional Tree Regularization for Interpretability in Black Box Models pdf

Mike Wu, Finale Doshi-Velez, Volker Roth, 2019, ArXiv.

Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care

L. Celi, G. Ascheid, C. Thiemermann, 2021, npj Digital Medicine.

Regional Tree Regularization for Interpretability in Deep Neural Networks

Mike Wu, Finale Doshi-Velez, Volker Roth, 2020, AAAI.

An interpretable RL framework for pre-deployment modeling in ICU hypotension management

Finale Doshi-Velez, L. Celi, Jianzhun Du, 2022, npj Digital Medicine.

Regional Tree Regularization for Interpretability in Deep Neural Networks

V. Roth, L. Celi, S. Parbhoo, 2019, AAAI Conference on Artificial Intelligence.

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

Finale Doshi-Velez, Leo Anthony Celi, Brian Chu, 2021, ArXiv.