| 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 | 108 | 2022 |
| 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), e100245, 2021 | 48 | 2021 |
| 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 | 38 | 2020 |
| 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 | 29 | 2021 |
| 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 36 (5), 1297-1303, 2022 | 20 | 2022 |
| 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 | 11 | 2022 |
| A systematic review of federated learning applications for biomedical data. PLOS Digit Health 2022; 1 (5): e0000033 MG Crowson, D Moukheiber, AR Arévalo, BD Lam, S Mantena, A Rana | 9 | |
| 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 | 8 | 2022 |
| A systematic review of federated learning applications for biomedical data. PLOS Digital Health 1 (5) MG Crowson, D Moukheiber, AR Arévalo, BD Lam, S Mantena, A Rana, ... | 6 | 2022 |
| Curated Data for Describing Blood Glucose Management in the Intensive Care Unit A Robles Arévalo, R Mateo-Collado, LA Celi | 4* | 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 | 1 | 2019 |
| 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 | 1 | 2018 |
| sive care u R Levi, F Carli, AR Arévalo, DJ Stein, MM Naldini, F Grassi, S Finkelstein, ... | | 2021 |
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
