Prediction of readmissions in hospitalized children and adolescents by machine learning. - Nayara Cristina da Silva; Marcelo Keese Albertini; André Ricardo Backes; Geórgia das Graças Pena (SAC, 2023)

Validation of the Hospital Score as Predictor of 30-Day Potentially Avoidable Readmissions in a Brazilian Population: Retrospective Cohort Study. - Nayara Cristina da Silva; Marcelo Keese Albertini; André Ricardo Backes; Geórgia das Graças Pena (J. Circuits Syst. Comput., 2023)

Machine learning for hospital readmission prediction in pediatric population. - Nayara Cristina da Silva; Marcelo Keese Albertini; André Ricardo Backes; Geórgia das Graças Pena (Comput. Methods Programs Biomed., 2024)

Beyond the Black-Box: Understanding XGBoost to Predict Pediatric Hospital Readmission. - Nayara Cristina da Silva; Marcelo Keese Albertini; André Ricardo Backes; Geórgia das Graças Pena (CBMS, 2025)