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Aldo Robles Arévalo
Aldo Robles Arévalo
IDMEC, Instituto Superior Técnico, Universidade de Lisboa
Verified email at tecnico.ulisboa.pt - Homepage
Title
Cited by
Cited by
Year
A systematic review of federated learning applications for biomedical data
MG Crowson, D Moukheiber, AR Arévalo, BD Lam, S Mantena, A Rana, ...
PLOS Digital Health 1 (5), e0000033, 2022
452022
Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding
R Levi, F Carli, AR Arévalo, Y Altinel, DJ Stein, MM Naldini, F Grassi, ...
BMJ Health & Care Informatics 28 (1), 2021
232021
Real-world characterization of blood glucose control and insulin use in the intensive care unit
L Baker, JH Maley, A Arévalo, F DeMichele III, R Mateo-Collado, ...
Scientific Reports 10 (1), 10718, 2020
232020
Data-driven curation process for describing the blood glucose management in the intensive care unit
A Robles Arévalo, JH Maley, L Baker, SM da Silva Vieira, ...
Scientific Data 8 (1), 80, 2021
132021
Predicting hypoglycemia in critically Ill patients using machine learning and electronic health records
S Mantena, AR Arévalo, JH Maley, SM da Silva Vieira, R Mateo-Collado, ...
Journal of clinical monitoring and computing, 1-7, 2022
82022
Aakanksha Rana, Deborah Goss, David W Bates, and Leo Anthony Celi
MG Crowson, D Moukheiber, AR Arévalo, BD Lam, S Mantena
A systematic review of federated learning applications for biomedical data …, 2022
72022
An interpretable RL framework for pre-deployment modeling in ICU hypotension management
K Zhang, H Wang, J Du, B Chu, AR Arévalo, R Kindle, LA Celi, ...
npj Digital Medicine 5 (1), 173, 2022
22022
A systematic review of federated learning applications for biomedical data. PLOS Digit Health 1 (5): e0000033
MG Crowson, D Moukheiber, AR Arévalo, BD Lam, S Mantena, A Rana
22022
Fuzzy classification of bariatric post-surgery effectiveness
A Arévalo, R Pacheco, CM Salgado, S van Loon, AK Boer, SM Vieira, ...
2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2018
12018
Curated Data for Describing Blood Glucose Management in the Intensive Care Unit
A Robles Arévalo, R Mateo-Collado, LA Celi
2021
Fuzzy Modeling of Survival Associated to Insulin Therapy in the ICU
A Arévalo, BM Firme, SM Vieira, L Celi, SN Finkelstein, JMC Sousa
2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2019
2019
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