William Caicedo-Torres

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 9

Top Topics

Intensive Care Units

Machine Learning

Weakly Supervised

Machine Learning Models

Top Venues

J. Biomed. Informatics

Expert Syst. Appl.

Publications

William Caicedo-Torres, Jairo A. Gutiérrez
ISeeU2: Visually interpretable mortality prediction inside the ICU using deep learning and free-text medical notes. Expert Syst. Appl. 202 (2022)
William Caicedo-Torres, Jairo A. Gutiérrez
ISeeU2: Visually Interpretable ICU mortality prediction using deep learning and free-text medical notes. CoRR (2020)
William Caicedo-Torres, Jairo A. Gutiérrez
ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU. CoRR (2019)
William Caicedo-Torres, Jairo A. Gutiérrez
ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU. J. Biomed. Informatics 98 (2019)
William Caicedo-Torres, Ángel Paternina-Caicedo, Hernando Pinzón-Redondo, Jairo A. Gutiérrez
Differential Diagnosis of Dengue and Chikungunya in Colombian Children Using Machine Learning. IBERAMIA (2018)
Eugenia Arrieta Rodríguez, Francisco Edna Estrada, William Caicedo-Torres, Juan Carlos Martínez Santos
Early Prediction of Severe Maternal Morbidity Using Machine Learning Techniques. IBERAMIA (2016)
William Caicedo-Torres, Fabián Payares
A Machine Learning Model for Occupancy Rates and Demand Forecasting in the Hospitality Industry. IBERAMIA (2016)
William Caicedo-Torres, Ángel Paternina, Hernando Pinzón
Machine Learning Models for Early Dengue Severity Prediction. IBERAMIA (2016)
William Caicedo-Torres, Gisela García, Hernando Pinzón
A Machine Learning Model for Triage in Lean Pediatric Emergency Departments. IBERAMIA (2016)