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
Assessment of Electronic Clinical Monitoring Systems in the Pediatric Intensive Care Unit: Prospective Concordance Study. JMIR Formative Research. 2026; 10:e93017.
"It didn't feel like anything unusual because we had already been through so much": Disability-related research experiences of families with children enrolled in the undiagnosed diseases network. Genetics in Medicine. 2026; 28(9):102663.
Integrating Entrustable Professional Activities in Simulation-Based Health Care Education: A Systematic Literature Review. Simulation in Healthcare. 2026.
2344-P: Electronic Health Record (EHR)-Based Estimates of Diabetes Prevalence by Type in Children: The Diabetes in Children, Adolescents, and Young Adults Network (DICAYA), 2018 and 2022. Diabetes. 2026; 75(Supplement_1).
A computational phenotype for pediatric asthma exacerbations requiring hospitalization using electronic health record data. JAMIA Open. 2026; 9(3):ooag113.
Association between nocturnal asthma, symptom severity, and clinical outcomes: a systematic review. Journal of Asthma. 2026; 1-8.
Biomedical multimodal large language models: From model-centric development to clinically grounded evaluation and integration. Journal of Biomedical Informatics. 2026; 177:105023.
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.
Growth in Children with a Cleft Lip and/or Palate in 8 US Hospitals: A Retrospective Cohort Study. JDR Clinical and Translational Research. 2026; 23800844261423910.
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. 2026; 33(3):710-718.