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Updated: Dec 25, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Coronavirus disease 2019: initial chest CT findings
Zhiming Zhou1, Dajing Guo1, Chuanming Li1
1Department of Radiology, the Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Chest CT scans reveal ground-glass opacities and consolidations as key indicators of coronavirus disease 2019 (COVID-19). Increased CT scores in later stages suggest disease progression.
Area of Science:
- Radiology
- Infectious Diseases
- Pulmonology
Background:
- Coronavirus disease 2019 (COVID-19) is a significant global health concern.
- Understanding the natural progression of COVID-19 on imaging is crucial for diagnosis and management.
- Chest computed tomography (CT) plays a vital role in evaluating pulmonary involvement.
Purpose of the Study:
- To systematically analyze CT findings in early and progressive stages of COVID-19.
- To identify changes in pulmonary parenchymal abnormalities during the natural course of the disease.
- To correlate CT findings with disease severity.
Main Methods:
- Retrospective review of initial chest CT data from 62 confirmed COVID-19 patients.
- Patients were categorized into early-stage (symptoms ≤4 days) and progressive-stage (symptoms 4-7 days) groups.
- Assessment of CT characteristics, distribution, size, and CT score of pulmonary abnormalities.
Main Results:
- Ground-glass opacity was the predominant finding (61.3%), followed by consolidation (35.5%).
- No cavitation, reticular patterns, or bronchial wall thickening were observed.
- Progressive-stage patients showed significantly higher CT scores (p=0.004) compared to early-stage patients.
Conclusions:
- Multiple peripheral ground-glass opacities with consolidations are characteristic CT findings of COVID-19.
- CT score can effectively evaluate disease severity.
- Typical CT alterations warrant consideration for COVID-19 in differential diagnosis.
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