Andrés García-Arce

Machine learning based forecast for the prediction of inpatient bed demand

Manuel Tello, Eric Reich, Jason Puckey et al. · BMC Medical Informatics and Decision Making · 2022 · 47 citations · Full text

A metaheuristic-based stacking model for predicting the risk of patient no-show and late cancellation for neurology appointments

Ehsan Ahmadi, Andrés García-Arce, Dale T. Masel et al. · IISE Transactions on Healthcare Systems Engineering · 2019 · 33 citations · Full text

Engineering, Machine Learning, Diagnosis +28

Comparison of Machine Learning Algorithms for the Prediction of Preventable Hospital Readmissions

Andrés García-Arce, Florentino Rico, José L. Zayas-Castro · Journal for Healthcare Quality · 2017 · 25 citations

Machine Learning Algorithms, Preventable Hospital Readmissions, Disease Classification +20

A user needs assessment to inform health information exchange design and implementation

Alexandra T. Strauss, Diego A. Martínez, Andrés García-Arce et al. · BMC Medical Informatics and Decision Making · 2015 · 24 citations · Full text