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Validation of a Semi-automatized Method to Detect Cyclic Hyperinflation on CT-scan in ARDS

Not Applicable
Completed
Conditions
Acute Respiratory Distress Syndrome (ARDS)
Interventions
Other: ARDS patients
Registration Number
NCT03870009
Lead Sponsor
Hospices Civils de Lyon
Brief Summary

This study aims to validate a semi-automatized method to quantify cyclic hyperinflation on CT-scan of ARDS patients.

The gold standard will be cyclic hyperinflation assessed on the same CT scan, using manual segmentation of the lung.

Detailed Description

Not available

Recruitment & Eligibility

Status
COMPLETED
Sex
All
Target Recruitment
31
Inclusion Criteria
  • ARDS patients defined by the Berlin definition
  • invasive mechanical ventilation with an arterial oxygen pressure (PaO2)/inspired fraction of oxygen (FiO2) ratio ≤ 200 mm Hg
  • Indication of CT scan identified by the clinician in charge
  • oesophageal catheter already inserted
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Exclusion Criteria
  • requirement of contrast agent for a chest CT-scan
  • ARDS criteria present for more than 72 hours
  • Chronic Obstructive Pulmonary Disease (COPD) on a previous lung function test
  • pneumothorax or bronchopleural fistula
  • patient without both sedation and neuromuscular blocking agents
  • contra-indication to transport to the imaging facility
  • treatment with extracorporeal membrane oxygenation or extracorporeal carbon dioxide (CO2) removal
  • Latex or curare allergy
  • patient previously included in the study
  • pregnancy
  • patient under limitation of care
  • patient under an exclusion period following inclusion in another clinical trial
  • patient under a legal protective measure
  • patient unaffiliated with social security
  • inform consent not obtained by next of kin
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Study & Design

Study Type
INTERVENTIONAL
Study Design
SINGLE_GROUP
Arm && Interventions
GroupInterventionDescription
ARDS patientsARDS patientsAll the patients will be evaluated with the same procedure, as the study relates to evaluation of the diagnostic performance of a semi-automated method to detect cyclic hyperinflation on CT scan
Primary Outcome Measures
NameTimeMethod
cyclic hyperinflation measured by semi-automated segmentation2 hours after inclusion

Bias and precision of semi-automated measure will be assessed with the Bland and Altman Technique, using cyclic hyperinflation by manual segmentation as a reference

cyclic hyperinflation measured by manual segmentation2 hours after inclusion

Bias and precision of semi-automated measure will be assessed with the Bland and Altman Technique, using cyclic hyperinflation by manual segmentation as a reference

Secondary Outcome Measures
NameTimeMethod
area under receiver operating characteristic (ROC) curve of respiratory system driving pressure to detect cyclic hyperinflation assessed by manual segmentation2 hours after inclusion
area under ROC curve of transpulmonary driving pressure to detect cyclic hyperinflation assessed by manual segmentation2 hours after inclusion
prevalence of cyclic hyperinflation on CT scan2 hours after inclusion

cyclic hyperinflation assessed by manual segmentation on CT scan

Trial Locations

Locations (1)

Croix Rousse Hospital

🇫🇷

Lyon, France

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