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Feeding Intolerance Risk Prediction Model in Patients With Enteral Nutrition Through Nasogastric Tube

Enteral Nutrition Clinical Trial

Official title:
Feeding Intolerance Risk Prediction Model in Patients With Enteral Nutrition Through Nasogastric Tube

Clinical Trial Summary

To explore the risk factors of enteral feeding intolerance in critically ill patients, build a risk prediction model and verify it, in order to provide reference for early identification and screening of high-risk groups

Clinical Trial Description

Based on the previous literature study, the risk factors of enteral feeding intolerance in critically ill patients were obtained, and the general demographic, disease and treatment information of patients were collected. Four machine learning algorithms, namely traditional logistic regression, random forest, support vector machine and naive Bayes, were used to construct risk prediction models, and the optimal model was selected and verified by comparing the model performance ;

Study Design

Related Conditions & MeSH terms

Clinical Trial Details
NCT number NCT05900167
Study type Observational
Source RenJi Hospital
Contact
Status Not yet recruiting
Phase
Start date June 1, 2023
Completion date October 1, 2024
View Details
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