Potential Impact of Subphenotyping in Pharmacologic Management of Acute Respiratory Distress Syndrome
Journal of Pharmacy Practice
2023
Heather Torbic, Lucas Bulgarelli, Rodrigo Octavio Deliberato, Abhijit Duggal
MIMIC-IV, a freely accessible electronic health record dataset
Scientific Data
2023
Alistair EW Johnson, Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Steven Horng, Tom J Pollard, Benjamin Moody, Brian Gow, Li-wei H Lehman, Leo A Celi, Roger G Mark
Lijing Yao, Diego Ariel Rey, Lucas Bulgarelli, Rachel Kast, Jeff Osborn, Emily Van Ark, Li Tai Fang, Bayo Lau, Hugo Lam, Leonardo Maestri Teixeira, Ary Serpa Neto, Rinaldo Bellomo, Rodrigo Octávio Deliberato
BRAX, a Brazilian labeled chest X-ray dataset
Scientific Data
2022
Eduardo Pontes Reis, Joselisa Paiva, Maria Carolina Bueno da Silva, Guilherme Alberto Sousa Ribeiro, Victor Fornasiero Paiva, Lucas Bulgarelli, Henrique Lee, Paulo Victor dos Santos, Vanessa Brito, Lucas Amaral, Gabriel Beraldo, Jorge Nebhan Haidar Filho, Gustavo Teles, Gilberto Szarf, Tom Pollard, Alistair Johnson, Leo Anthony Celi, Edson Amaro
281: Subphenotypes in COVID-19 ARDS: Secondary Analysis of a Randomized Clinical Trial
Critical Care Medicine
2022
Rachel Kast, Lucas Bulgarelli, Emily Van Ark, Jeff Osborn, Diego Rey, Matthew Siuba, Abhijit Duggal, Bruno Tomazini, Flavia Bueno, Alexandre Biasi, Camila Sampaio, Guilherme Olivato, Adriano Pereira, Felipe Dal-Pizzol, Luciano Azevedo, Ary Serpa Neto, Rodrigo Deliberato
12: Heterogeneity of Effect of Peep Strategy by Subphenotypes Derived from Clinical Data in ARDS
Critical Care Medicine
2022
Rachel Kast, Lucas Bulgarelli, Emily Van Ark, Jeff Osborn, Diego Rey, Abhijit Duggal, Matthew Siuba, Alexandre Biasi, Fernando Zampieri, Israel Maia, Denise Paisani, Ligia Laranjeira, Ary Serpa Neto, Rodrigo Deliberato
1089: Heterogeneity of Effect of Cisatracurium by Subphenotypes Derived from Clinical Data in ARDS
Critical Care Medicine
2022
Lucas Bulgarelli, Rachel Kast, Emily Van Ark, Jeff Osborn, Diego Rey, Matthew Siuba, Abhijit Duggal, Ary Serpa Neto, Rodrigo Deliberato
1124: Heterogeneity of Effect of Nutrition Strategies by Subphenotypes Derived from Clinical Data in ARDS
Critical Care Medicine
2022
Lucas Bulgarelli, Rachel Kast, Emily Van Ark, Jeff Osborn, Matthew Siuba, Abhijit Duggal, Ary Serpa Neto, Diego Rey, Rodrigo Deliberato
Pien Swart, Rodrigo Octavio Deliberato, Alistair EW Johnson, Tom J Pollard, Lucas Bulgarelli, Paolo Pelosi, Marcelo Gama de Abreu, Marcus J Schultz, Ary Serpa Neto
Effect of spontaneous breathing on ventilator-free days in critically ill patients-an analysis of patients in a large observational cohort
Annals of Translational Medicine
2021
Aline Mela Dos Reis, Thais Dias Midega, Rodrigo Octavio Deliberato, Alistair EW Johnson, Lucas Bulgarelli, Thiago Domingos Correa, Leo Anthony Celi, Paolo Pelosi, Marcelo Gama de Abreu, Marcus J Schultz, Ary Serpa Neto
Abhijit Duggal, Emily Van Ark, Lucas Bulgarelli, Matthew Siuba, Jeff Osborn, Deigo Rey, Fernando G Zampieri, Alexandre B Cavalcanti, Israel S Maia, Denise M Paisani, Ligia N Laranjeira, Ary Serpa Neto, Rodrigo Octavio Deliberato
1269: Acute Physiology and Chronic Health Evaluation IV in Septic Patients With and Without Cancer
Critical Care Medicine
2021
Larissa Neumann, Lucas Bulgarelli, Juan Alfonso Soler Barnes, Hamza Nabulsi, Tom Pollard, Marilyn Schallom, Leo Celi, Lama Nazer
Prediction on critically ill patients: The role of “big data”
Journal of Critical Care
2020
Lucas Bulgarelli, Rodrigo Octávio Deliberato, Alistair EW Johnson
Deidentification of free-text medical records using pre-trained bidirectional transformers
Proceedings of the ACM Conference on Health, Inference, and Learning
2020
Alistair EW Johnson, Lucas Bulgarelli, Tom J Pollard
SEVERITAS: An externally validated mortality prediction for critically ill patients in low and middle-income countries
International Journal of Medical Informatics
2019
Rodrigo Octávio Deliberato, Guilherme Goto Escudero, Lucas Bulgarelli, Ary Serpa Neto, Stephanie Q Ko, Niklas Soderberg Campos, Berke Saat, Edson Amaro Júnior, Fabio Silva Lopes, Alistair EW Johnson
One Size Does Not Fit All-The Implications of Using Body Mass Index in Critical Care Outcomes Research Reply
Critical Care Medicine
2019
Lucas Bulgarelli, Rodrigo Octavio Deliberato, David J Stone, Leo Anthony Celi, Alistair EW Johnson
Procalcitonin as a Diagnostic, Therapeutic, and Prognostic Tool: a Critical Review
Current Treatment Options in Infectious Diseases
2019
Fabrício Torres de Carvalho, Roberto Rabello Filho, Lucas Bulgarelli, Ary Serpa Neto, Rodrigo Octavio Deliberato
An evaluation of the influence of body mass index on severity scoring.
Critical Care Medicine
2019
Rodrigo Octavio Deliberato, Ary Serpa Neto, Matthieu Komorowski, David J Stone, Stephanie Q Ko, Lucas Bulgarelli, Carolina Rodrigues Ponzoni, Renato Carneiro de Freitas Chaves, Leo Anthony Celi, Alistair EW Johnson
Assessing team effectiveness and affective learning in a datathon
International Journal of Medical Informatics
2018
Felipe Maia de Toledo Piza, Leo Anthony Celi, Rodrigo Octavio Deliberato, Lucas Bulgarelli, Fabricio Rodrigues Torres de Carvalho, Roberto Rabello Filho, Miguel Angel Armengol de La Hoz, Jennifer Cohn Kesselheim
Hacking Hackathons: Preparing the next generation for the multidisciplinary world of healthcare technology
International Journal of Medical Informatics
2018
Mataroria P Lyndon, Michael P Cassidy, Leo Anthony Celi, Luk Hendrik, Yoon Jeon Kim, Nicholas Gomez, Nathaniel Baum, Lucas Bulgarelli, Kenneth E Paik, Alon Dagan
First Brazilian datathon in critical care
Revista Brasileira de Terapia Intensiva
2018
Ary Serpa Neto, Guillaume Kugener, Lucas Bulgarelli, Roberto Rabello Filho, Miguel Ángel Armengol de la Hoz, Alistair EW Johnson, Kenneth E Paik, Felipe Torres, Chen Xie, Edson Amaro Júnior, Leonardo José Rolim Ferraz, Leo Anthony Celi, Rodrigo Octavio Deliberato
Primeiro datathon brasileiro em terapia intensiva
Revista Brasileira de Terapia Intensiva
2018
Ary Serpa Neto, Guillaume Kugener, Lucas Bulgarelli, Roberto Rabello Filho, Miguel Ángel Armengol de la Hoz, Alistair EW Johnson, Kenneth E Paik, Felipe Torres, Chen Xie, Edson Amaro Júnior, Leonardo José Rolim Ferraz, Leo Anthony Celi, Rodrigo Octavio Deliberato