MD: Universidade de Mogi das Cruzes, SP, Brazil, 2004.
Residency: Internal Medicine, Hospital Santa Marcelina, São Paulo, SP, Brazil, 2006.
Residency: Adult Critical Care Medicine, Albert Einstein Israeli Hospital, São Paulo, SP, Brazil, 2008.
Fellowship: Critical Care, Sunnybrook Health Science Center, University of Toronto, Canada, 2010.
MSc: Universidade Federal do Estado de São Paulo, Brazil, 2013.
PhD: Universidade Federal do Estado de São Paulo, Brazil, 2015.
Post Doctoral Fellowship: Massachussetts Institute of Technology (MIT), USA, 2016.
Machine learning; AI; multimodal data; high resolution data