Lucas Bulgarelli
Data Scientist & Engineer
Publicly available database of real hospital stays for patients admitted to a tertiary academic medical center in Boston, MA, USA.
Python package for assessing the calibration in binomial prediction models.
Python package for calculating and comparing multiple AUROCs.
Python package for creating "Table 1" summary statistics for a patient population.
Building Electronic Health Record Databases for Research
Leveraging Data Science for Global Health
2018
Lucas Bulgarelli, Antonio Nunez, Rodrigo Octavio Deliberato
Leveraging Electronic Health Records: Secondary Analysis to Improve Patient Care
Survey on the Use of Information and Communication Technologies in Brazilian Healthcare Facilities - ICT in Health
2017
Lucas Bulgarelli, Rodrigo Octávio Deliberato, Ary Serpa Neto, David J Stone, Leo Anthony Celi
Engenharia de Machine Learning na saúde
Podcast (Portuguese), dados&saúde
2020
Lucas Bulgarelli
Intercâmbio de Idiomas nas Melhores Universidades
Interview (Portuguese), Estudar Fora
2016
Lucas Bulgarelli
U.S. Student Exchange
Interview (Portuguese), Estudo no Exterior
2016
Lucas Bulgarelli
MIMIC: Beyond the ICU
MIMIA'19
Shenzhen, China -
2019
Lucas Bulgarelli
MIT-Harvard Medical School Healthcare Innovation Bootcamp & Trek
Panelist
Cambridge, MA, U.S. -
2019
Lucas Bulgarelli
Big Data 360º
II Artificial Intelligence in Healthcare Symposium and Datathon
Sao Paulo, Brazil -
2019
Lucas Bulgarelli
Building Eletronic Health Records Databases
Jornadas de Innovación en Salud Digital
Buenos Aires, Argentina -
2018
Lucas Bulgarelli, Rodrigo Octávio Deliberato
HST.953: Collaborative Data Science in Medicine
Faculty, Harvard-MIT Health Sciences & Technology
2019
Collaborative Data Science for Healthcare
Organizer, MIT edX
2019
Global Health Informatics to Improve Quality of Care
Organizer, MIT edX
2016
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