Applying Prediction Models Based on Ensemble Machine Learning Algorithms to Estimate Resource Requirements at Healthcare Centers

CH

Carlos Hernandez Universidad Católica de Temuco

PL

Paola Leal Universidad Católica de Temuco

2022

1st Australian International Conference on Industrial Engineering and Operations Management

Predicting the Number of Emergency Department Patients with Forecasting Models Based on Machine Learning

CH

Carlos Hernandez Universidad Católica de Temuco

PL

Paola Leal Universidad Católica de Temuco

Operations Management 2022

1st Australian International Conference on Industrial Engineering and Operations Management

Applying Machine Learning Algorithms Based on Support Vector Machines to Forecast the Patient Volume at an Emergency Room

CH

Carlos Hernandez Universidad Católica de Temuco

JC

Jaime Castillo Universidad Católica de Temuco

DL

Dafne Lagos Universidad Católica de Temuco

PL

Paola Leal Universidad Católica de Temuco

2024

14th Annual International Conference on Industrial Engineering and Operations Management

Dynamic Safety Stock Estimation for Medical Supplies in Emergency Departments Using Simulation and Machine Learning

CH

Carlos Hernandez Universidad Católica de Temuco

JC

Jaime Castillo Universidad Católica de Temuco

DL

Dafne Lagos Universidad Católica de Temuco

PL

Paola Leal Universidad Católica de Temuco

2026

9th European Conference on Industrial Engineering and Operations Management