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

Study Results

Results pending

The study team has not published outcome measurements, participant flow, or safety data for this trial yet. Check back later for updates.

Basic Information

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Recruitment Status

COMPLETED

Total Enrollment

1023 participants

Study Classification

OBSERVATIONAL

Study Start Date

2023-10-01

Study Completion Date

2024-02-05

Brief Summary

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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.

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Detailed Description

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Conditions

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Wounds and Injuries Ventilation Therapy; Complications

Study Design

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Observational Model Type

COHORT

Study Time Perspective

RETROSPECTIVE

Interventions

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mechanical ventilation

Abdominal trauma patients were treated with mechanical ventilation according to their conditions.

Intervention Type DEVICE

Eligibility Criteria

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Inclusion Criteria

* (1) with information on survival status and time;
* (2) aged 18-80 years;
* (3) admitted to ICU;
* (4) with abdominal CT performed within 1-week post-trauma;
* (5) use of mechanical ventilation.