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

Assessment of Electronic Clinical Monitoring Systems in the Pediatric Intensive Care Unit: Prospective Concordance Study. Pham, D; Tachinardi, P; Bulgarelli, L; Dos Reis Lucena, W; Mendonca, E; Rogerson, C. 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. Mintz, KT; Altamirano, EN; Halley, MC; Barton, KS; Cho, MK; Bernstein, JA; Carter, JN; Tabor, HK. Genetics in Medicine. 2026; 28(9):102663.

Integrating Entrustable Professional Activities in Simulation-Based Health Care Education: A Systematic Literature Review. Pardo, I; Ferreira, JMG; Gutfreund, MC; Hsieh, MK; Sovero, P; Duda Tavares, LM; Deliberato, RO; Marra, VS; Marra, PS; Kim, MEJ; Guerra, GDV; Loeb, D; Marra, AR; Mendonça, EA; Generoso, JR. 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. Zhang, L; Hirsch, AG; Crume, T; Liese, AD; Anthopolos, R; Shao, H; Guo, Y; Dixon, BE; Dabelea, D; Conderino, S; Knight, L; Divers, J; Thorpe, L; Rosenman, M. Diabetes. 2026; 75(Supplement_1).

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.