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
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.
The influence of social and environmental determinants of health on hospitalizations for pediatric asthma. Journal of Asthma (Informa). 2023; ahead-of-print:1-10.
High flow nasal cannula use is associated with increased hospital length of stay for pediatric asthma. Pediatric Pulmonology. 2023; 58:3046-3053.
Natural language processing-driven state machines to extract social factors from unstructured clinical documentation. JAMIA Open. 2023; 6:ooad024.
Incidence rates of childhood asthma with recurrent exacerbations in the US Environmental influences on Child Health Outcomes (ECHO) program. Journal of Allergy and Clinical Immunology. 2023; 152:84-93.
Clinical Practice Guideline for the Evaluation and Treatment of Children and Adolescents With Obesity. Pediatric Collections: Adolescent Health Part 1: Promoting Wellness. : American Academy of Pediatrics (AAP); American Academy of Pediatrics (AAP); 2023.
Asthma innovations from the first International Collaborative Asthma Network forum. ERJ Open Research. 2023; 9:90-2023.
Breast Cancer Screening, Diagnosis, and Surgery during the Pre- and Peri-pandemic: Experience of Patients in a Statewide Health Information Exchange. Annals of Surgical Oncology. 2023; 30:2883-2894.
ASO Visual Abstract: Breast Cancer Screening, Diagnosis, and Surgery During the Pre- and Peri-pandemic-Experience of Patients in a Statewide Health Information Exchange. Annals of Surgical Oncology. 2023; 30:2895-2896.