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

Shanghai Tongji Hospital, Tongji University School of Medicine1 site in 1 country2,000 target enrollmentJanuary 1, 2017

ConditionsMorality Risk Factor, Sepsis Predictive Model

Overview

Phase: Not Applicable
Intervention: Not specified
Conditions: Morality
Sponsor: Shanghai Tongji Hospital, Tongji University School of Medicine
Enrollment: 2000
Locations: 1
Primary Endpoint: mortality of sepsis
Last Updated: 5 years ago

Overview Investigators Eligibility Criteria Outcomes Sites Similar Trials

Overview

Brief 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.

Registry

clinicaltrials.gov

Start Date

January 1, 2017

End Date

December 31, 2021

Last Updated

5 years ago

Study Type

Observational

Sex

All