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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
Association Between ADA (Age-D-dimer-Albumin) Score and Chest CT Severity Score in COVID-19 Pneumonia
Enrico Maggio1, Giacomo Bonito2,3, Alessandra Oliva4
1Department of Medical and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy.
This study found that the ADA score correlates with pneumonia severity on CT scans and predicts ICU admission in COVID-19 patients. Integrating ADA and CT scores aids in identifying high-risk individuals with extensive lung involvement.
Area of Science:
- Pulmonology
- Radiology
- Infectious Diseases
Background:
- COVID-19-related severe acute pneumonia requires accurate severity assessment.
- Chest tomography (CT) is crucial for evaluating pneumonia extent.
- The ADA score's relationship with pneumonia severity and CT findings needs clarification.
Purpose of the Study:
- To assess the correlation between the ADA score and pneumonia severity determined by CT.
- To evaluate the ADA score's predictive value for intensive care unit (ICU) admission.
- To explore the association of the ADA score with CT Severity Score (CTSS), GFR, and CRP.
Main Methods:
- Observational study of 350 hospitalized COVID-19 patients with severe pneumonia.
- High-resolution chest computed tomography (HRCT) performed for all patients.
- Calculation of ADA score and semi-quantitative 25-point CT Severity Score (CTSS).
Main Results:
- CTSS was statistically associated with the ADA score (p=0.009) and ICU need (p<0.001).
- Linear regression showed CTSS relates to ADA score, GFR, and CRP (p=0.003).
- Optimal ADA score cut-off of 44.5 predicted severe CT findings (AUC: 0.750, p<0.001).
Conclusions:
- The ADA score is a valuable tool for assessing COVID-19 pneumonia severity.
- Integrating ADA score with CT findings improves patient risk stratification.
- Combined assessment aids in early identification of high-risk patients with extensive pulmonary involvement.
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