Differential Diagnosis of Hemorrhagic Fevers Using ARTMAP. - William Caicedo; Moisés Quintana; Hernando Pinzón (IBERAMIA, 2012)

A Machine Learning Model for Triage in Lean Pediatric Emergency Departments. - William Caicedo-Torres; Gisela García; Hernando Pinzón (IBERAMIA, 2016)

A Machine Learning Model for Occupancy Rates and Demand Forecasting in the Hospitality Industry. - William Caicedo-Torres; Fabián Payares (IBERAMIA, 2016)

Machine Learning Models for Early Dengue Severity Prediction. - William Caicedo-Torres; Ángel Paternina; Hernando Pinzón (IBERAMIA, 2016)

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)

Differential Diagnosis of Dengue and Chikungunya in Colombian Children Using Machine Learning. - William Caicedo-Torres; Ángel Paternina-Caicedo; Hernando Pinzón-Redondo; Jairo A. Gutiérrez (IBERAMIA, 2018)

ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU. - William Caicedo-Torres; Jairo A. Gutiérrez (J. Biomed. Informatics, 2019)

ISeeU2: Visually Interpretable ICU mortality prediction using deep learning and free-text medical notes. - William Caicedo-Torres; Jairo A. Gutiérrez (CoRR, 2020)

ISeeU2: Visually interpretable mortality prediction inside the ICU using deep learning and free-text medical notes. - William Caicedo-Torres; Jairo A. Gutiérrez (Expert Syst. Appl., 2022)