Early prediction of ICU readmissions using classification algorithms. - Melina Loreto; Thiago Lisboa; Viviane P. Moreira (Comput. Biol. Medicine, 2020)

QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil. - Juan C. Carbajal Ipenza; Noemí Maritza Lapa Romero; Melina Loreto; Nivan Ferreira Júnior; João Luiz Dihl Comba (Appl. Soft Comput., 2022)

Explainability of COVID-19 Classification Models Using Dimensionality Reduction of SHAP Values. - Daniel M. Kuhn; Melina Loreto; Mariana Recamonde Mendoza; João Luiz Dihl Comba; Viviane Pereira Moreira (BRACIS (1), 2023)