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.
Sequencing validates deep learning models for EHR-based detection of Noonan syndrome in pediatric patients. npj Genomic Medicine. 2025; 10:56.
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:ooaf089.
Child Opportunity Index at birth and asthma with recurrent exacerbations in the US ECHO program. Journal of Allergy and Clinical Immunology. 2025; 156:627-639.
Respiratory and Other Infections Following COVID. Pediatrics. 2025; 156:e2024068280.
Estimating the Effects of Continuous Albuterol Dosage on Clinical Outcomes for Pediatric Critical Asthma Exacerbation: A Retrospective Cohort Study. Pediatric Pulmonology. 2025; 60:e71293.
Looped Audiovisual Health Education Talk Reduces Vaccine Clinic Wait Time in Nigeria. Child: Care, Health and Development. 2025; 51:e70152.
Performance of 4 Methods to Assess Health-Related Social Needs. JAMA Network Open. 2025; 8:e2527426.
Genotypes in the 17q12-q21 asthma risk locus and early-life viral wheezing illnesses. Pediatric Allergy and Immunology. 2025; 36:e70165.
The PICU Data Collaborative: A Novel, Multi-Institutional, Pediatric Critical Care Dataset. Pediatric Critical Care Medicine. 2025; 26:e941-e951.
Developing a Computable Phenotype for Identifying Children, Adolescents, and Young Adults With Diabetes Using Electronic Health Records in the DiCAYA Network. Diabetes Care. 2025; 48:914-921.