Real-world characterization of blood glucose control and insulin use in the intensive care unit

por Baker, Lawrence, Maley, Jason H., Arévalo, Aldo, DeMichele, Francis, Mateo-Collado, Roselyn, Finkelstein, Stan, Celi, Leo Anthony
Publicado 2020

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

por Zhang, Kristine, Wang, Henry, Du, Jianzhun, Chu, Brian, Arévalo, Aldo Robles, Kindle, Ryan, Celi, Leo Anthony, Doshi-Velez, Finale
Publicado 2022

A systematic review of federated learning applications for biomedical data

por Crowson, Matthew G., Moukheiber, Dana, Arévalo, Aldo Robles, Lam, Barbara D., Mantena, Sreekar, Rana, Aakanksha, Goss, Deborah, Bates, David W., Celi, Leo Anthony
Publicado 2022

Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding

por Levi, Riccardo, Carli, Francesco, Arévalo, Aldo Robles, Altinel, Yuksel, Stein, Daniel J, Naldini, Matteo Maria, Grassi, Federica, Zanoni, Andrea, Finkelstein, Stan, Vieira, Susana M, Sousa, João, Barbieri, Riccardo, Celi, Leo Anthony
Publicado 2021

Data-driven curation process for describing the blood glucose management in the intensive care unit

por Robles Arévalo, Aldo, Maley, Jason H., Baker, Lawrence, da Silva Vieira, Susana M., da Costa Sousa, João M., Finkelstein, Stan, Mateo-Collado, Roselyn, Raffa, Jesse D., Celi, Leo Anthony, DeMichele, Francis
Publicado 2021