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Updated: Nov 17, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Diagnostic imaging in COVID-19 pneumonia: a literature review
Sarah Campagnano1, Flavia Angelini1, Giovanni Battista Fonsi2
1Department of Radiological, Oncological and Path Sciences, Sapienza University of Rome, Rome, Italy.
Insights
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) causes COVID-19, leading to severe lung issues. Lung ultrasound and CT scans aid radiologists in early detection and monitoring of pulmonary involvement.
Area of Science:
- Medical Imaging
- Infectious Diseases
- Pulmonology
Background:
- COVID-19, caused by SARS-CoV-2, presents severe respiratory complications.
- Standard swab tests for COVID-19 diagnosis have limitations, including high false-negative rates.
- Radiologists are vital for diagnosing lung involvement in COVID-19 patients.
Purpose of the Study:
- To highlight the role of medical imaging in diagnosing COVID-19 pulmonary involvement.
- To compare the utility of lung ultrasound (LUS) and computed tomography (CT) in COVID-19 diagnosis and management.
Main Methods:
- Review of diagnostic imaging techniques for COVID-19.
- Discussion of lung ultrasound (LUS) for bedside diagnosis and intensive care unit (ICU) applications.
- Evaluation of high-resolution computed tomography (HRCT) for assessing disease progression and resolution.
Main Results:
- LUS and CT demonstrate high sensitivity in detecting interstitial lung abnormalities in COVID-19.
- LUS offers a radiation-free, cost-effective bedside approach suitable for triage and ICUs.
- HRCT is effective for monitoring disease evolution and identifying subtle pulmonary changes.
Conclusions:
- Medical imaging, particularly LUS and CT, plays a critical role in the early diagnosis and management of COVID-19.
- LUS and HRCT provide complementary information for patient assessment and care.
- These imaging modalities are essential tools for radiologists managing COVID-19 patients.
Abstract:
In December 2019 in Wuhan (China), a bat-origin coronavirus (2019-nCoV), also known as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), was identified, and the World Health Organization named the related disease COVID-19. Its most severe manifestations are pneumonia, systemic and pulmonary thromboembolism, acute respiratory distress syndrome (ARDS), and respiratory failure. A swab test is considered the gold standard for the diagnosis of COVID-19 despite the high number of false negatives. Radiologists play a crucial role in the rapid identification and early diagnosis of pulmonary involvement. Lung ultrasound (LUS) and computed tomography (CT) have a high sensitivity in detecting pulmonary interstitial involvement. LUS is a low-cost and radiation-free method, which allows a bedside approach and needs disinfection of only a small contact area, so it could be particularly useful during triage and in intensive care units (ICUs). High-resolution computed tomography (HRCT) is particularly useful in evaluating disease progression or resolution, being able to identify even the smallest changes.
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