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,
Metagenomic next-generation sequencing in pediatric infectious disease diagnosis: A comprehensive systematic literature review and meta-analysis. Diagnostic Microbiology and Infectious Disease. 2026; 114(4):117248.
Examining the Impact of Social Determinants of Health on Pediatric Central Nervous System Tumor Outcomes Through Medical Record Linkage. American Journal of Clinical Oncology: Cancer Clinical Trials. 2026; 49(2):82-88.
Derivation and validation of an algorithm for maternal-child linkage in electronic health records. Journal of the American Medical Informatics Association : JAMIA. 2026; 33(2):451-456.
Why do intensive care units in countries without board-certified clinical informatics specialists risk falling behind in the Artificial Intelligence era? Revista Brasileira de Terapia Intensiva. 2026; 38.
Continuous Glucose Monitors Among Adults With Type 2 Diabetes Mellitus in the Primary Care Setting: Qualitative Study Informed by Technology Acceptance Model and Health Belief Model. JMIR Diabetes. 2025; 10:e73446.
Multi-site analysis of COVID-19 and new-onset diabetes reveals need for improved sensitivity of EHR-based COVID-19 phenotypes-a DiCAYA network analysis. Journal of the American Medical Informatics Association : JAMIA. 2025.
Effectiveness of Low-cost, Technology-enhanced Simulation Training for Healthcare Training in Low-and Middle-income Countries (LMICs): A Systematic Literature Review. Journal of General Internal Medicine. 2025; 40(16):4040-4050.
A natural language processing pipeline for identifying pediatric long COVID symptoms and functional impacts in freeform clinical notes: a RECOVER study. JAMIA Open. 2025; 8(5):ooaf089.
Child Opportunity Index at birth and asthma with recurrent exacerbations in the US ECHO program. Journal of Allergy and Clinical Immunology. 2025; 156(3):627-639.
Looped Audiovisual Health Education Talk Reduces Vaccine Clinic Wait Time in Nigeria. Child: Care, Health and Development. 2025; 51(5):e70152.