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Carlos Hernandez

Affiliation

Universidad Católica de Temuco

H-Index

40
Publications in IEOM
7
Total Number of Citations

18806
Total Number of IEOM Tracks
0

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Showing 1 - 7 of 7
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

Publication Year: 2022

Abstract PDF


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

Publication Year: 2022

Abstract PDF


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

Publication Year: 2022

Abstract PDF


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

Publication Year: 2022

Abstract PDF


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

Publication Year: 2022

Abstract PDF


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 Annual International Conference on Industrial Engineering and Operations Management

Publication Year: 2024

Abstract PDF


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

Carlos Hernandez & Valentina Cabezas

8th European Industrial Engineering and Operations Management Conference

Publication Year: 2025

Abstract PDF