Early Prediction of Severe Maternal Morbidity Using Machine Learning Techniques. - Eugenia Arrieta Rodríguez; Francisco Edna Estrada; William Caicedo-Torres; Juan Carlos Martínez Santos (IBERAMIA, 2016)

A Machine Learning Approach for Severe Maternal Morbidity Prediction at Rafael Calvo Clinic in Cartagena-Colombia. - Eugenia Arrieta Rodríguez; Fernando López-Martínez; Juan Carlos Martínez Santos (CISIM, 2020)

Method Based on Data Mining Techniques for Breast Cancer Recurrence Analysis. - Roberto Cesar Morales-Ortega; German Lozano-Bernal; Paola Patricia Ariza-Colpas; Eugenia Arrieta Rodríguez; Elisa Clementina Ospino-Mendoza; José Caicedo-Ortiz; Marlon Alberto Piñeres-Melo; Fabio Enrique Mendoza-Palechor; Margarita Roca-Vides (ICSI, 2020)

Analyzing and Predicting Colombian Undergrads Performance on Saber-Pro Test: A Data Science Approach. - Eugenia Arrieta Rodríguez; Paula María Almonacid; Santiago Cortés; Rafael Deaguas; Nohora Diaz; Maria Paula Aroca (CISIM, 2021)

Leveraging Global Suicide Statistics for Insightful Prevention Strategies: A Comprehensive Analysis. - Eugenia Arrieta Rodríguez; Guillermo Hernández-Hernández; Leidy Pérez Coronell; Juan Carlos Calabria-Sarmiento; José Escorcia-Gutierrez (CISIM, 2024)

Deep Learning Approaches for Glaucoma Detection: A Comparative Study of CNN Models on Retinal Fundus Images. - Eugenia Arrieta Rodríguez; José Araque-Gallardo; Oscar Luis Teheran Forero; Emiro de la Hoz Franco; José Escorcia-Gutierrez (MCPR, 2025)