MD: School of Medicine, Federal University of Pelotas, Pelotas, RS, Brazil, 1987.
MS: Medicine (Major: Cardiology), University Foundation of Cardiology, Heart Institute of Rio Grande do Sul, Porto Alegre, RS, Brazil, 1996.
PhD: Biomedical Informatics, Graduate School of Arts and Science, Columbia University, New York, NY, 2002.
Residency: Pediatrics, São Lucas Hospital, Catholic University of Rio Grande do Sul, Porto Alegre, RS, Brazil, 1988.
Residency: Pediatrics (Focus: Pediatric Intensive Care), São Lucas Hospital, Catholic University of Rio Grande do Sul, Porto Alegre, RS, Brazil, 1990.
Board Certification: Pediatrics, Brazilian Medical Association and Brazilian Society of Pediatrics, Brazil, 1990.
Board Certification: Pediatric Intensive Care, Brazilian Medical Association, Brazilian Society of Pediatrics, and Brazilian Association for Intensive Care Medicine, Brazil, 1991.
Biomedical Informatics
Better Guidelines and Policies: AAP's Partnership for Policy Implementation. Pediatrics. 2024; 154.
The influence of social and environmental determinants of health on hospitalizations for pediatric asthma. Journal of Asthma (Informa). 2024; 61:453-462.
The effectiveness of the COVID-19 vaccines in the prevention of post-COVID conditions in children and adolescents: a systematic literature review and meta-analysis. Antimicrobial Stewardship and Healthcare Epidemiology. 2024; 4:e54.
The Pediatric Data Science and Analytics Subgroup of the Pediatric Acute Lung Injury and Sepsis Investigators Network: Use of Supervised Machine Learning Applications in Pediatric Critical Care Medicine Research. Pediatric Critical Care Medicine. 2024; 25:364-374.
Early-Life Exposure to Air Pollution and Childhood Asthma Cumulative Incidence in the ECHO CREW Consortium. JAMA network open. 2024; 7:e240535.
Clinical decision support for primary care pediatric OSA detection. Sleep Medicine. 2024; 115:267.
Using electronic health records to enhance surveillance of diabetes in children, adolescents and young adults: a study protocol for the DiCAYA Network. BMJ Open. 2024; 14:e073791.
AI-Enabled Medical Education: Threads of Change, Promising Futures, and Risky Realities Across Four Potential Future Worlds. JMIR Medical Education. 2023; 9:e50373.
Associations between Outpatient Laboratory Test Age and Healthcare Utilization in Type 2 Diabetes Care. Journal of Diabetes and Metabolic Disorders. 2023; 22:1319-1326.
High flow nasal cannula use is associated with increased hospital length of stay for pediatric asthma. Pediatric Pulmonology. 2023; 58:3046-3053.