Ignite Creation Date:
2025-12-25 @ 12:36 AM
Ignite Modification Date:
2026-01-01 @ 3:07 PM
Study NCT ID:
NCT05900167
Status:
UNKNOWN
Last Update Posted:
2023-06-12
First Post:
2023-06-02
Is NOT Gene Therapy:
True
Has Adverse Events:
False
Brief Title:
Feeding Intolerance Risk Prediction Model in Patients With Enteral Nutrition Through Nasogastric Tube
Sponsor:
Xiao Jie Chen
Organization:
Study Overview
Official Title:
Feeding Intolerance Risk Prediction Model in Patients With Enteral Nutrition Through Nasogastric Tube
Status:
UNKNOWN
Status Verified Date:
2023-06
Last Known Status:
NOT_YET_RECRUITING
Delayed Posting:
No
If Stopped, Why?:
Not Stopped
Has Expanded Access:
False
If Expanded Access, NCT#:
N/A
Has Expanded Access, NCT# Status:
N/A
Acronym:
None
Brief 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
Detailed 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 Oversight
Has Oversight DMC:
None
Is a FDA Regulated Drug?:
False
Is a FDA Regulated Device?:
False
Is an Unapproved Device?:
None
Is a PPSD?:
None
Is a US Export?:
None
Is an FDA AA801 Violation?: