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Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Chest Computed Tomography (CT) Severity Scales in COVID-19 Disease: A Validation Study
Bartosz Mruk1,2, Dominika Plucińska2, Jerzy Walecki3,2
1Department of Radiology, Medical Centre for Postgraduate Education, Wrsaw, Poland.
Quantitative imaging scores for lung inflammation in SARS-CoV-2 patients show high agreement. The Chest CT Severity Score (CT-SS) best correlates with patient clinical status, aiding in treatment decisions.
Area of Science:
- Radiology
- Infectious Diseases
- Pulmonology
Background:
- Quantitative imaging assessment of lung lesions is crucial for SARS-CoV-2 patient management.
- Existing scoring systems like Total Severity Score (TSS), Chest Computed Tomography Score (CT-S), and Chest CT Severity Score (CT-SS) require validation for assessing lung inflammation.
- Interobserver agreement and correlation with clinical status are key validation metrics.
Purpose of the Study:
- To validate the interobserver agreement of TSS, CT-S, and CT-SS in SARS-CoV-2 patients.
- To assess the correlation between these imaging scores and the patients' clinical condition.
- To determine the most reliable scoring system for reflecting disease severity.
Main Methods:
- Retrospective analysis of 77 chest CT scans from hospitalized SARS-CoV-2 patients.
- Independent assessment of CT scans by two radiologists using TSS, CT-S, and CT-SS.
- Calculation of interobserver agreement using Cohen's kappa and intraclass correlation coefficient (ICC).
- Correlation analysis with the Modified Early Warning Score (MEWS) to assess clinical condition.
Main Results:
- All three scales demonstrated very good interobserver agreement (kappa > 0.88, ICC > 0.89).
- The Chest CT Severity Score (CT-SS) showed the strongest positive correlation with the Modified Early Warning Score (r=0.627-0.653).
- TSS and CT-S also showed good correlation with clinical status.
Conclusions:
- The evaluated scoring scales (TSS, CT-S, CT-SS) exhibit high interobserver reliability for assessing lung inflammation in SARS-CoV-2.
- The CT-SS is the most effective imaging score for correlating with and potentially predicting patient clinical severity.
- These validated scores can aid in objective patient triage and therapeutic decision-making.
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