Aldo Robles Arévalo

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 4

Top Topics

Intensive Care Unit

Artificial Intelligence

Extracorporeal Membrane Oxygenation

Top Venues

PLOS digital health

NPJ digital medicine

Scientific data

This page only lists publications with an associated author ORCID identifier.

Publications

Matthew Gordon Crowson, Dana Moukheiber, Aldo Robles Arévalo, Barbara D Lam, Sreekar Mantena, Aakanksha Rana, Deborah Goss, David W Bates, Leo Anthony Celi
A systematic review of federated learning applications for biomedical data. PLOS digital health 1 (5) (2022)
Matthew Gordon Crowson, Dana Moukheiber, Aldo Robles Arévalo, Barbara D Lam, Sreekar Mantena, Aakanksha Rana, Deborah Goss, David W Bates, Leo Anthony Celi
A systematic review of federated learning applications for biomedical data. PLOS digital health 1 (5) (2022)
Kristine Zhang, Henry Wang, Jianzhun Du, Brian Chu, Aldo Robles Arévalo, Ryan Kindle, Leo Anthony Celi, Finale Doshi-Velez
An interpretable RL framework for pre-deployment modeling in ICU hypotension management. NPJ digital medicine 5 (1) (2022)
Aldo Robles Arévalo, Jason H Maley, Lawrence Baker, Susana M da Silva Vieira, João M da Costa Sousa, Stan Finkelstein, Roselyn Mateo-Collado, Jesse D Raffa, Leo Anthony Celi, Francis DeMichele
Data-driven curation process for describing the blood glucose management in the intensive care unit. Scientific data 8 (1) (2021)