Predicting Emergency Department Mortality Risk Using Machine Learning Algorithms: Code and Processed Datasets
Abstract
This repository contains the source code and processed datasets (including training and testing splits) for the manuscript titled 'Predicting Emergency Department Mortality Risk Using Machine Learning Algorithms.' Contents: Data processing modules 4 Machine Learning algorithm implementations Processed data files: X_train_2_8, X_test_2_8, y_train_2_8, y_test_2_8 Note: The raw clinical dataset (Mydf3223) is not included due to patient privacy regulations but is available upon reasonable request from the author.
Fields of Study & Subjects
Machine Learning in Healthcare
Artificial Intelligence in Healthcare
Emergency and Acute Care Studies
Publication details
- Journal / source
- Clinical Case Reports
- Publication date
- 2 February 2026