Artificial Neural Network and Cox Regression Models for Predicting Mortality after Hip Fracture Surgery: A Population-Based Comparison

Artificial Neural Network and Cox Regression Models for Predicting Mortality after Hip Fracture Surgery: A Population-Based Comparison

This study purposed to validate the accuracy of an artificial neural network (ANN) model for predicting the mortality after hip fracture surgery during the study period, and to compare performance indices between the ANN model and a Cox regression model. A total of 10,534 hip fracture surgery patien...

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Bibliographic Details
Main Authors: Cheng-Yen Chen, Yu-Fu Chen, Hong-Yaw Chen, Chen-Tsung Hung, Hon-Yi Shi
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Medicina
Subjects:
Hip fracture surgery
artificial neural network
cox regression
mortality
Online Access:https://www.mdpi.com/1010-660X/56/5/243

Internet

https://www.mdpi.com/1010-660X/56/5/243

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