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Mathematical Modeling and Risk Factor Analysis for Mortality of Sepsis

Morality Clinical Trial

Official title:
Mathematical Modeling and Risk Factor Analysis for Mortality of Sepsis Based on Real World Data in China

Clinical Trial Summary

The purpose of this study was to investigate the risk factors for mortality of sepsis and to create mathematical models to predict the survival rate based on electronic health records that extracted from hospital information system. More than 1000 records should be collected and used to data analysis. Univariate and multivariable logistic regression model were applied to risk factors analysis for the outcome, and machine learn algorithms were employed to generate predictive models for the outcome.

Clinical Trial Description

n/a

Study Design

Related Conditions & MeSH terms

Clinical Trial Details
NCT number NCT03883061
Study type Observational [Patient Registry]
Source Shanghai Tongji Hospital, Tongji University School of Medicine
Contact
Status Recruiting
Phase
Start date January 1, 2017
Completion date December 31, 2021
View Details
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