Photo of { Eneida Mendonca, MD, PhD, FAAP, FACMI, FIAHSI}

Eneida Mendonca, MD, PhD, FAAP, FACMI, FIAHSI


  • Director, Division of Biomedical Informatics
  • Rieveschl Chair of Biomedical Informatics
  • Professor, UC Department of Pediatrics

About

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

Publications

A computational phenotype for pediatric asthma exacerbations requiring hospitalization using electronic health record data. Rogerson, C; Severns, D; Stemple, J; Monroig, V; Hanson, AE; Mendonca, E. JAMIA Open. 2026; 9(3):ooag113.

Association between nocturnal asthma, symptom severity, and clinical outcomes: a systematic review. Tachinardi, P; Callado, GY; Ferreira, JMG; Gutfreund, MC; Pardo, I; Lopes, ECD; Bulgarelli, L; Rogerson, CM; Deliberato, RO; Marra, AR; Mendonça, EA. Journal of Asthma. 2026; 1-8.

Biomedical multimodal large language models: From model-centric development to clinically grounded evaluation and integration. Bian, J; Peng, Y; Mendonca, E; Banerjee, I; Xu, H. Journal of Biomedical Informatics. 2026; 177:105023.

Metagenomic next-generation sequencing in pediatric infectious disease diagnosis: A comprehensive systematic literature review and meta-analysis. Gutfreund, MC; Callado, GY; Pardo, I; Hsieh, MK; Celeghini, PD; Lopes, GOV; Marra, PS; Cheng, YR; Kobayashi, T; Pinho, JRR; Amgarten, DE; Malta, FDM; Edmond, MB; Marra, AR. 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. Mckinney, CM; Howard, W; Bijlani, K; Kinter, S; Crerand, C; Dang, R; Jackson, O; Discolo, C; Rosenman, M; Mendonca, E; Ormanidou, I; Dickinson, K; Heike, CL. 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. Conderino, S; Kirchner, HL; Thorpe, LE; Divers, J; Hirsch, AG; Nordberg, CM; Schwartz, BS; Zhang, L; Cai, B; Rudisill, C; Zaganjor, I; Pavkov, ME; Rosenman, M; Titus, AR. Journal of the American Medical Informatics Association : JAMIA. 2026; 33(3):710-718.

1297: MATCHED ANALYSIS OF 10 MG/HR OF CONTINUOUS ALBUTEROL VS 15 MG/HR FOR PEDIATRIC CRITICAL ASTHMA. Rogerson, C; Riggins, D; Bulgarelli, L; Tachinardi, P; Tu, W; Mendonca, E. Critical Care Medicine. 2026; 54(3S).

Examining the Impact of Social Determinants of Health on Pediatric Central Nervous System Tumor Outcomes Through Medical Record Linkage. Park, S; Coven, SL; Tran, YH; Mendonca, EA. 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. Rogerson, CM; Bartlett, CW; Price, J; Li, L; Mendonca, EA; Grannis, S. Journal of the American Medical Informatics Association : JAMIA. 2026; 33(2):451-456.

Individual and combined effects of indoor home exposures and ambient PM2.5 during early life on childhood asthma in us birth cohort studies. Shiroshita, A; Zanobetti, A; Coull, BA; Ryan, PH; Datta, S; Blossom, J; Oken, E; Gern, JE; Luttmann-Gibson, H; Mendonça, EA; Rivera-Spoljaric, K; Zoratti, EM; Hartert, TV; Gold, DR. Environmental Epidemiology. 2026; 10(1):e443.