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Updated: Oct 13, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
COVID-19 pneumonia: A review of typical radiological characteristics
María Churruca1, Elisa Martínez-Besteiro2, Felipe Couñago3
1Pulmonology Department, Hospital Universitario de La Princesa, Madrid 28006, Spain. mchurrucaarrospide@gmail.com.
Insights
This review clarifies the role of various imaging techniques in diagnosing COVID-19 pneumonia. It highlights common radiological findings like ground-glass opacities and consolidations seen in severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infections.
Area of Science:
- Radiology
- Infectious Diseases
- Pulmonology
Background:
- Coronavirus disease 2019 (COVID-19), caused by SARS-CoV-2, emerged in late 2019.
- Reverse transcription-polymerase chain reaction is the gold standard for diagnosis.
- Radiological manifestations are crucial for patient assessment.
Purpose of the Study:
- To review available imaging modalities for COVID-19 assessment.
- To identify common radiological findings in COVID-19 pneumonia.
- To clarify the role of different imaging techniques in managing SARS-CoV-2 infection.
Main Methods:
- Review of published literature on COVID-19 imaging findings.
- Analysis of typical patterns in chest X-ray and CT scans.
- Evaluation of emerging techniques like lung ultrasonography and PET-CT.
Main Results:
- Typical COVID-19 pneumonia patterns include bilateral, peripheral ground-glass opacities and consolidations.
- Chest CT and X-ray are widely used for diagnosis.
- Lung ultrasonography offers high sensitivity for initial evaluation.
- PET-CT aids in identifying affected areas and monitoring treatment response.
Conclusions:
- Various imaging modalities play a significant role in diagnosing and managing COVID-19.
- Understanding common radiological patterns aids in early detection and patient care.
- Emerging techniques like lung ultrasonography provide valuable complementary information.
Abstract:
Coronavirus disease 2019 (COVID-19) was first discovered after unusual cases of severe pneumonia emerged by the end of 2019 in Wuhan (China) and was declared a global public health emergency by the World Health Organization in January 2020. The new pathogen responsible for the infection, genetically similar to the beta-coronavirus family, is known as severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), and the current gold standard diagnostic tool for its detection in respiratory samples is the reverse transcription-polymerase chain reaction test. Imaging findings on COVID-19 have been widely described in studies published throughout last year, 2020. In general, ground-glass opacities and consolidations, with a bilateral and peripheral distribution, are the most typical patterns found in COVID-19 pneumonia. Even though much of the literature focuses on chest computed tomography (CT) and X-ray imaging and their findings, other imaging modalities have also been useful in the assessment of COVID-19 patients. Lung ultrasonography is an emerging technique with a high sensitivity, and thus useful in the initial evaluation of SARS-CoV-2 infection. In addition, combined positron emission tomography-CT enables the identification of affected areas and follow-up treatment responses. This review intends to clarify the role of the imaging modalities available and identify the most common radiological manifestations of COVID-19.
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