IEOM Index

Advanced Search

Carlos Hernandez

Affiliation

Universidad Católica de Temuco

Conference Tracks

Artificial Intelligence, Healthcare Systems, Machine Learning, Operations Management

Showing 1 - 6 of 6

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

Carlos Hernandez & Jaime Castillo

1st Australian International Conference on Industrial Engineering and Operations Management

Abstract PDF

1 Views
1 Downloads

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

Carlos Hernandez & Dafne Lagos

1st Australian International Conference on Industrial Engineering and Operations Management

Abstract PDF

1 Views
1 Downloads

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

Carlos Hernandez & Paola Leal

1st Australian International Conference on Industrial Engineering and Operations Management

Abstract PDF

1 Views
1 Downloads

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

Carlos Hernandez & Paola Leal

1st Australian International Conference on Industrial Engineering and Operations Management

Abstract PDF

1 Views
1 Downloads

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

Carlos Hernandez & Jaime Castillo

1st Australian International Conference on Industrial Engineering and Operations Management

Abstract PDF

1 Views
1 Downloads

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

Carlos Hernandez; Jaime Castillo; Dafne Lagos & Paola Leal

14th International Conference on Industrial Engineering and Operations Management

Abstract PDF

1 Views
1 Downloads