NCT06339073

CT-based Model for Predicting Prolonged Weaning in Patients With Abdominal Trauma

CT-based Model for Predicting Prolonged Weaning From Mechanical Ventilation in Patients With Abdominal Trauma: a Retrospective Cohort Study

• Status: Completed
• Phase: —
• Study type: Observational
• Enrollment: 1,023 (actual)
• Sponsor: Jinling Hospital, China · Academic / Other
• Sex: All
• Age: 18 Years
• Healthy volunteers: —

Summary

Critically ill patients often require tracheal intubation for mechanical ventilation, and timely weaning is crucial for airway management and reducing complications. However, there is currently a lack of an effective tool to predict weaning time in critically ill patients. This retrospective study established an effective nomogram model for predicting the time of weaning from mechanical ventilation in abdominal trauma patients by considering multiple perspectives. The model has been validated and demonstrated good performance in terms of discrimination, calibration, and clinical utility. Moreover, the model can effectively predict the prognosis of critically ill patients. The findings of this study have important implications for guiding respiratory management in clinically critically ill patients, particularly trauma patients.

Conditions

• Wounds and Injuries
• Ventilation Therapy; Complications

Interventions

Type	Name	Description
DEVICE	mechanical ventilation	Abdominal trauma patients were treated with mechanical ventilation according to their conditions.

Timeline

• Start date: 2023-10-01
• Primary completion: 2023-12-15
• Completion: 2024-02-05
• First posted: 2024-04-01
• Last updated: 2024-04-01

Locations

1 site across 1 country: China