Enkephalon - Technological Platform to Support the Diagnosis of Alzheimer's Disease Through the Analysis of Resonance Images Using Data Mining Techniques. - Paola Ariza Colpas; Marlon Piñeres Melo; Ernesto Barcelo-Martínez; Emiro De la Hoz-Franco; Juan Benitez-Agudelo; Melissa Gelves-Ospina; Isabel Echeverri-Ocampo; Harold Arturo Combita-Niño; Alexandra Leon-Jacobus (ICSI (2), 2019)

Machine Learning Approach Applied to the Prevalence Analysis of ADHD Symptoms in Young Adults of Barranquilla, Colombia. - Alexandra Leon-Jacobus; Paola Patricia Ariza-Colpas; Ernesto Barcelo-Martínez; Marlon Alberto Piñeres-Melo; Roberto Cesar Morales-Ortega; David Alfredo Ovallos-Gazabon (CISIM, 2020)

Improving the Accuracy of Predictive Models in Imbalanced Lung Cancer Data. - Paola Patricia Ariza-Colpas; Marlon Alberto Piñeres-Melo; Ernesto Barcelo-Martínez; Sharith Alejandra Blanco-Anillo; Camilo Barceló-Castellanos; Fabian Roman (ICSI, 2024)

Heart Failure Mortality Prediction: A Comparative Study of Predictive Modeling Approaches. - Paola Patricia Ariza-Colpas; Marlon Alberto Piñeres-Melo; Ernesto Barcelo-Martínez; Nelson Camilo Morales-Quintero; Camilo Barceló-Castellanos; Fabian Roman (ICSI, 2024)

Comparative Evaluation of Classification Techniques for Predicting Risk and Recurrene of Thyroid Disorders. - Paola Patricia Ariza-Colpas; Marlon Alberto Piñeres-Melo; Ernesto Barcelo-Martínez; Diana Carolina Vidal-Merlano; Camilo Barceló-Castellanos; Fabian Roman (ICSI, 2024)

Machine Learning Applied to the Analysis of Prolonged COVID Symptoms: An Analytical Review. - Paola Patricia Ariza-Colpas; Marlon Alberto Piñeres-Melo; Miguel Urina-Triana; Ernesto Barcelo-Martínez; Camilo Barceló-Castellanos; Fabian Roman (Informatics, 2024)