Building models to predict the diagnosis of emergency department patients using Artificial Neural Networks

CH

Carlos Hernandez Universidad Católica de Temuco

JC

Jaime Castillo Universidad Católica de Temuco

Artificial Intelligence 2022

1st Australian International Conference on Industrial Engineering and Operations Management

Developing Models Based on Machine Learning Algorithms to Estimate Medical Staffing Needs at Intensive Care Units

CH

Carlos Hernandez Universidad Católica de Temuco

DL

Dafne Lagos Universidad Católica de Temuco

Healthcare Systems 2022

1st Australian International Conference on Industrial Engineering and Operations Management

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

Machine Learning 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

Comparing Segmentations Based on Clustering Algorithms to Classify Patients of Intensive Care Units

CH

Carlos Hernandez Universidad Católica de Temuco

JC

Jaime Castillo Universidad Católica de Temuco

Healthcare Systems 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

Machine Learning 2024

14th Annual International Conference on Industrial Engineering and Operations Management

Detecting Employees at Risk of Leaving with Prediction Models Based on Machine Learning Algorithms

CH

Carlos Hernandez Universidad Católica de Temuco

VC

Valentina Cabezas Universidad Católica de Temuco

2025

8th European Industrial Engineering and Operations Management Conference