Aldo Robles Arévalo

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

Riccardo Levi, Francesco Carli, Aldo Robles Arévalo et al. · BMJ Health & Care Informatics · 2021 · 42 citations · Full text

Computing, Computer Science, Health Informatics +15

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

Lawrence Baker, Jason H. Maley, Aldo Robles Arévalo et al. · Scientific Reports · 2020 · 37 citations · Full text

Medicine, Health Informatics, Clinical Informatics +14

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

Aldo Robles Arévalo, Jason H. Maley, Lawrence Baker et al. · Scientific Data · 2021 · 23 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Predicting hypoglycemia in critically Ill patients using machine learning and electronic health records

Sreekar Mantena, Aldo Robles Arévalo, Jason H. Maley et al. · Journal of Clinical Monitoring and Computing · 2021 · 22 citations · Full text

Computing, Biomedical Informatics, Health Informatics +16

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

Kristine Zhang, Henry E. Wang, Jianzhun Du et al. · npj Digital Medicine · 2022 · 12 citations · Full text

Computing, Health Informatics, Clinical Decision Support +13