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Predictive Model clinical trials

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NCT ID: NCT03883061 Recruiting - Morality Clinical Trials

Mathematical Modeling and Risk Factor Analysis for Mortality of Sepsis

Start date: January 1, 2017
Phase:
Study type: Observational [Patient Registry]

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.