Prediction of in-hospital mortality in patients with post traumatic brain injury using National Trauma Registry and Machine Learning Approach

Prediction of in-hospital mortality in patients with post traumatic brain injury using National Trauma Registry and Machine Learning Approach

Abstract Background The use of machine learning techniques to predict diseases outcomes has grown significantly in the last decade. Several studies prove that the machine learning predictive techniques outperform the classical multivariate techniques. We aimed to build a machine learning predictive...

Full description

Bibliographic Details
Main Authors: Ahmad Abujaber, Adam Fadlalla, Diala Gammoh, Husham Abdelrahman, Monira Mollazehi, Ayman El-Menyar
Format: Article
Language:English
Published: BMC 2020-05-01
Series:Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine
Subjects:
Prediction models
Traumatic brain injury
Machine learning approach
Online Access:http://link.springer.com/article/10.1186/s13049-020-00738-5

Internet

http://link.springer.com/article/10.1186/s13049-020-00738-5

Similar Items