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Updated: Nov 25, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
CT features of coronavirus disease 2019 (COVID-19) with an emphasis on the vascular enlargement pattern
Qi Li1, Xing-Tao Huang2, Chun-Hua Li3
1Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, No.1 Youyi Road, Yuzhong District, Chongqing, 400016, China.
Insights
The vascular enlargement (VE) pattern is a distinct computed tomography (CT) finding in coronavirus disease 2019 (COVID-19) pneumonia. This pattern aids in differentiating COVID-19 from influenza virus pneumonia (IVP) and indicates disease severity.
Area of Science:
- Radiology
- Infectious Diseases
- Pulmonology
Background:
- Pneumonia presents diverse imaging patterns.
- The vascular enlargement (VE) pattern is a newly identified imaging finding.
- Differentiating viral pneumonia types is crucial for patient management.
Purpose of the Study:
- To investigate the incidence of the VE pattern in coronavirus disease 2019 (COVID-19).
- To analyze computed tomography (CT) characteristics of the VE pattern in COVID-19.
- To determine the diagnostic value of the VE pattern for COVID-19.
Main Methods:
- Retrospective analysis of CT data from 106 COVID-19 patients and 52 influenza virus pneumonia (IVP) patients.
- Comparison of VE pattern incidence between COVID-19 and IVP groups.
- Detailed analysis of VE pattern CT signs, dynamic changes, and correlation with disease severity in COVID-19.
Main Results:
- The VE pattern was significantly more prevalent in COVID-19 (83.02%) compared to IVP (19.23%).
- Specific CT signs including central vascular sign, ginkgo leaf sign, and comb sign were identified.
- VE pattern presence correlated with larger lesions and severe-critical COVID-19 cases.
Conclusions:
- The VE pattern is a valuable CT indicator for distinguishing COVID-19 from IVP.
- The VE pattern is associated with more extensive and severe COVID-19 disease.
- Understanding VE pattern CT characteristics aids in early COVID-19 diagnosis and prognosis.
Purpose:
The vascular enlargement (VE) pattern differs from previously described imaging patterns for pneumonia. This study aimed to investigate the incidence, computed tomography (CT) characteristics, and diagnostic value of the VE pattern in coronavirus disease 2019 (COVID-19).
Method:
The CT data of 106 patients with COVID-19 from January 19 to February 29, 2020, and 52 patients with influenza virus pneumonia (IVP) from January 2018 to February 2020 were retrospectively collected. The incidences of the VE pattern between the two groups were compared. The CT manifestations of COVID-19 were analyzed with a particular focus on the VE pattern's specific CT signs, dynamic changes, and relationships with lesion size and disease severity.
Results:
Peripheral and multilobar ground-glass opacities (GGOs) or mixed GGOs with various sizes and morphologies were typical features of COVID-19 on initial CT. The VE pattern was more common in COVID-19 (88/106, 83.02 %) than in IVP (10/52, 19.23 %) on initial CT (P < 0.001). Three special VE-pattern-specific CT signs, including central vascular sign, ginkgo leaf sign, and comb sign, were identified. Four types of dynamic changes in the VE pattern were observed on initial and follow-up CT, which were closely associated with the evolution of lesions and the time interval from the onset of symptoms to initial CT scan. The VE pattern in COVID-19 was more commonly seen in larger lesions and patients with severe-critical type (all P < 0.001).
Conclusions:
The VE pattern is a valuable CT sign for differentiating COVID-19 from IVP, which correlates with more extensive or serious disease. A good understanding of the CT characteristics of the VE pattern may contribute to the early and accurate diagnosis of COVID-19 and prediction of the evolution of lesions.
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