Status:
RECRUITING
Combining Chest X-Ray and Arterial Blood Gas Findings to Predict Need for Mechanical Ventilation in Critically Ill Patients
Lead Sponsor:
Zagazig University
Conditions:
Respiratory Failure
Critical Illness
Eligibility:
All Genders
18+ years
Brief Summary
This prospective cross-sectional study aims to develop and validate a machine learning model that combines chest X-ray findings with arterial blood gas (ABG) analysis to assess the necessity for mecha...
Detailed Description
The study is a prospective cross-sectional investigation conducted at Zagazig University Hospitals, aiming to develop a machine learning model that integrates chest X-ray findings and arterial blood g...
Eligibility Criteria
Inclusion
- Critically ill adult patients aged 18 years or older.
- Patients assessed to require mechanical ventilation.
- Control group: Age- and sex-matched critically ill patients not requiring mechanical ventilation.
- Availability of both chest X-ray and arterial blood gas (ABG) analysis at the time of evaluation.
Exclusion
- Patients with missing or incomplete data (e.g., absent chest X-ray or ABG results).
- Patients with chronic lung diseases unrelated to the current admission (e.g., COPD, pulmonary fibrosis).
- Pregnant females.
Key Trial Info
Start Date :
June 1 2025
Trial Type :
OBSERVATIONAL
Allocation :
ESTIMATED
End Date :
January 30 2026
Estimated Enrollment :
2160 Patients enrolled
Trial Details
Trial ID
NCT07001696
Start Date
June 1 2025
End Date
January 30 2026
Last Update
June 3 2025
Active Locations (1)
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1
Faculty of medicine, zagazig university
Zagazig, Al Sharqia, Egypt, 44151