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Updated: Jul 23, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Radiological characteristics of coronavirus patients.
Gulden Bilgin1, Zuhal Yavuzdagli1, Ismail Arslan2
1Department of Chest Diseases, Ankara Training and Research Hospital, Ankara, Turkey.
Computed tomography (CT) is vital for diagnosing Coronavirus Disease 2019 (COVID-19), especially with negative real-time reverse transcriptase-polymerase chain reaction (RT-PCR) tests. CT scans reveal lung involvement and disease progression in COVID-19 patients.
Area of Science:
- Radiology
- Infectious Diseases
- Pulmonology
Background:
- Coronavirus Disease 2019 (COVID-19) diagnosis relies on various testing methods.
- Computed tomography (CT) plays a role in assessing lung involvement in viral pneumonia.
- Real-time reverse transcriptase-polymerase chain reaction (RT-PCR) is a primary diagnostic tool for COVID-19.
Purpose of the Study:
- To evaluate the radiological findings in COVID-19 patients with positive thoracic CT scans.
- To correlate CT findings with RT-PCR results and clinical parameters.
- To assess the diagnostic utility of CT in RT-PCR negative cases.
Main Methods:
- Retrospective analysis of 1727 patients tested for COVID-19 via RT-PCR between May 2020 and August 2021.
- Thoracic CT scans were performed on days 7-8 post-symptom onset for a subset of patients.
- CT findings were categorized using the Radiological Society of North America's recommended reporting system.
Main Results:
- 1417 out of 1727 patients (82%) had positive CT findings.
- Higher CT-positive rates were observed in patients with elevated blood markers and lower lymphocyte/albumin levels (P < .05).
- RT-PCR was positive in 75.7% of patients with positive CT results.
Conclusions:
- Thoracic CT is crucial for diagnosing COVID-19 in RT-PCR negative individuals.
- CT effectively visualizes lung involvement and disease progression in RT-PCR positive patients.
- Delayed CT imaging may increase the risk of healthcare-associated infection transmission.
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