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Updated: Jun 18, 2026

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
[Localized pure or mixed ground-glass lung opacities]
L Félix1, S Lantuejoul, A Jankowski
1Clinique Universitaire de Radiologie et Imagerie Médicale, Pôle d'Imagerie, CHU de Grenoble, France. lfelix@chu-grenoble.fr
Localized ground-glass opacities (GGOs) are common in lung cancer screening and can be malignant. These GGOs require specific diagnostic evaluation due to their unique characteristics and potential for malignancy.
Area of Science:
- Pulmonary Medicine
- Radiology
- Oncology
Background:
- Localized ground-glass opacities (GGOs) represent a significant proportion of pulmonary nodules found in lung cancer screening.
- These opacities can be associated with both benign and malignant lung conditions.
Observation:
- GGOs present in various forms: nodular, lobular, or flat.
- They encompass a differential diagnosis including infectious diseases, fibrosis, hyperplasia, and various malignancies like adenocarcinoma.
Findings:
- Localized GGOs demonstrate a higher likelihood of malignancy compared to solid nodules.
- Prognosis correlates with the proportion of the ground-glass component within the nodule.
- Malignant GGOs, particularly pure GGOs, exhibit longer doubling times than mixed GGOs and solid malignant nodules.
Implications:
- The distinct characteristics of localized GGOs necessitate a tailored diagnostic approach.
- Early and accurate diagnosis of GGOs is crucial for effective lung cancer management.
- Further research into GGO characterization can improve patient outcomes in lung cancer screening programs.
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