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Updated: Oct 7, 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 findings in chest computed tomography.
Camila Calvi1, Fernanda Filetti Ferreira1, Lucas Lyrio1
1Universidade Federal do Espírito Santo, Hospital Universitário Cassiano Antônio Moraes, Division of Radiology - Vitória (ES), Brazil.
Chest computed tomography (CT) scans reveal common findings like ground-glass opacities in COVID-19 patients. Specific CT patterns can indicate a poorer prognosis, aiding clinical decisions for hospitalized individuals.
Area of Science:
- Radiology
- Infectious Diseases
- Pulmonology
Background:
- Coronavirus disease 2019 (COVID-19) presents a wide clinical spectrum.
- Accurate patient management requires understanding disease progression and prognosis.
Purpose of the Study:
- To document chest computed tomography (CT) imaging characteristics in hospitalized COVID-19 patients.
- To correlate CT findings with patient outcomes, including mortality.
Main Methods:
- Retrospective analysis of chest CT scans from 453 hospitalized COVID-19 patients.
- Data collected from two Brazilian tertiary care centers.
- Clinical and demographic data extracted from electronic medical records.
Main Results:
- The most frequent CT findings were ground-glass opacities (92.5%) and consolidation (79.2%).
- Patients with poorer prognosis (30% mortality) showed higher rates of ground-glass opacities (94.1%) and consolidation (89.7%).
- Other significant findings included parenchymal bands (50%) and septal thickening (43.5%).
Conclusions:
- Chest CT is valuable in assessing COVID-19 severity.
- Identifying specific CT patterns associated with poor prognosis can inform clinical management.
- Radiologists play a key role in guiding patient care decisions through timely CT interpretation.
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