MIMIC-IV, a freely accessible electronic health record dataset AEW Johnson, L Bulgarelli, L Shen, A Gayles, A Shammout, S Horng, ... Scientific data 10 (1), 1, 2023 | 1146* | 2023 |
Deidentification of free-text medical records using pre-trained bidirectional transformers AEW Johnson, L Bulgarelli, TJ Pollard Proceedings of the ACM Conference on Health, Inference, and Learning, 214-221, 2020 | 58 | 2020 |
Hacking Hackathons: Preparing the next generation for the multidisciplinary world of healthcare technology MP Lyndon, MP Cassidy, LA Celi, L Hendrik, YJ Kim, N Gomez, N Baum, ... International journal of medical informatics 112, 1-5, 2018 | 56 | 2018 |
SEVERITAS: An externally validated mortality prediction for critically ill patients in low and middle-income countries RO Deliberato, GG Escudero, L Bulgarelli, AS Neto, SQ Ko, NS Campos, ... International journal of medical informatics 131, 103959, 2019 | 24 | 2019 |
Assessing team effectiveness and affective learning in a datathon FM de Toledo Piza, LA Celi, RO Deliberato, L Bulgarelli, FRT de Carvalho, ... International journal of medical informatics 112, 40-44, 2018 | 23 | 2018 |
Prediction on critically ill patients: The role of “big data” L Bulgarelli, RO Deliberato, AEW Johnson Journal of Critical Care 60, 64-68, 2020 | 20 | 2020 |
Identification of acute respiratory distress syndrome subphenotypes de novo using routine clinical data: a retrospective analysis of ARDS clinical trials A Duggal, R Kast, E Van Ark, L Bulgarelli, MT Siuba, J Osborn, DA Rey, ... BMJ open 12 (1), e053297, 2022 | 19 | 2022 |
BRAX, a Brazilian labeled chest X-ray dataset EP Reis, J Paiva, MCB da Silva, GAS Ribeiro, VF Paiva, L Bulgarelli, ... | 16 | 2022 |
Impact of sex on use of low tidal volume ventilation in invasively ventilated ICU patients—A mediation analysis using two observational cohorts P Swart, RO Deliberato, AEW Johnson, TJ Pollard, L Bulgarelli, P Pelosi, ... Plos one 16 (7), e0253933, 2021 | 16 | 2021 |
Building Electronic Health Record Databases for Research L Bulgarelli, A Nunez, RO Deliberato Leveraging Data Science for Global Health, 2020 | 14* | 2020 |
An evaluation of the influence of body mass index on severity scoring RO Deliberato, AS Neto, M Komorowski, DJ Stone, SQ Ko, L Bulgarelli, ... Critical care medicine 47 (2), 247-253, 2019 | 13 | 2019 |
First Brazilian datathon in critical care A Serpa Neto, G Kugener, L Bulgarelli, R Rabello Filho, MÁA Hoz, ... Revista Brasileira de Terapia Intensiva 30, 6-8, 2018 | 8 | 2018 |
1089: HETEROGENEITY OF EFFECT OF CISATRACURIUM BY SUBPHENOTYPES DERIVED FROM CLINICAL DATA IN ARDS L Bulgarelli, R Kast, E Van Ark, J Osborn, D Rey, M Siuba, A Duggal, ... Critical Care Medicine 50 (1), 543, 2022 | 7* | 2022 |
Gene expression scoring of immune activity levels for precision use of hydrocortisone in vasodilatory shock L Yao, DA Rey, L Bulgarelli, R Kast, J Osborn, E Van Ark, LT Fang, B Lau, ... Shock 57 (3), 384-391, 2022 | 1 | 2022 |
Effect of spontaneous breathing on ventilator-free days in critically ill patients-an analysis of patients in a large observational cohort AM Dos Reis, TD Midega, RO Deliberato, AEW Johnson, L Bulgarelli, ... ANNALS OF TRANSLATIONAL MEDICINE 9 (9), 2021 | 1 | 2021 |
1269: Acute Physiology and Chronic Health Evaluation IV in Septic Patients With and Without Cancer L Neumann, L Bulgarelli, JAS Barnes, H Nabulsi, T Pollard, M Schallom, ... Critical Care Medicine 49 (1), 640, 2021 | 1 | 2021 |
Potential Impact of Subphenotyping in Pharmacologic Management of Acute Respiratory Distress Syndrome H Torbic, L Bulgarelli, RO Deliberato, A Duggal Journal of Pharmacy Practice, 08971900231185392, 2023 | | 2023 |
281: SUBPHENOTYPES IN COVID-19 ARDS: SECONDARY ANALYSIS OF A RANDOMIZED CLINICAL TRIAL R Kast, L Bulgarelli, E Van Ark, J Osborn, D Rey, M Siuba, A Duggal, ... Critical Care Medicine 50 (1), 126, 2022 | | 2022 |
1124: HETEROGENEITY OF EFFECT OF NUTRITION STRATEGIES BY SUBPHENOTYPES DERIVED FROM CLINICAL DATA IN ARDS L Bulgarelli, R Kast, E Van Ark, J Osborn, M Siuba, A Duggal, AS Neto, ... Critical Care Medicine 50 (1), 560, 2022 | | 2022 |
12: HETEROGENEITY OF EFFECT OF PEEP STRATEGY BY SUBPHENOTYPES DERIVED FROM CLINICAL DATA IN ARDS R Kast, L Bulgarelli, E Van Ark, J Osborn, D Rey, A Duggal, M Siuba, ... Critical Care Medicine 50 (1), 6-6, 2021 | | 2021 |