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Updated: Oct 12, 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: Relationship between initial chest X-rays and laboratory findings
Á Nava-Muñoz1, S Gómez-Peña1, M E Fuentes-Ferrer2
1Servicio de Radiología, Hospital Clínico Universitario San Carlos, Madrid, Spain.
Chest X-ray severity in patients with SARS-CoV-2 (COVID-19) correlates with hospitalization need and laboratory abnormalities. Radiologic severity scales aid in assessing COVID-19 patient outcomes.
Area of Science:
- Radiology
- Infectious Diseases
- Pulmonology
Background:
- The COVID-19 pandemic, caused by SARS-CoV-2, has placed a significant burden on healthcare systems worldwide.
- Initial chest X-rays (CXRs) are frequently used to assess lung involvement in patients with suspected or confirmed COVID-19.
- Understanding the relationship between radiologic findings and clinical outcomes is crucial for patient management.
Purpose of the Study:
- To analyze initial chest X-ray findings in patients with RT-PCR confirmed SARS-CoV-2 infection.
- To determine the correlation between the severity of radiologic findings and clinical/laboratory parameters.
- To evaluate the utility of a radiologic severity scale in predicting hospitalization and disease severity.
Main Methods:
- Retrospective analysis of initial chest X-rays and laboratory tests in symptomatic adult patients with SARS-CoV-2.
- Radiologic findings analyzed include ground-glass opacities, consolidations, linear opacities, and pleural effusion.
- A radiologic severity scale was used to assess the extent and distribution of lung involvement.
Main Results:
- Of 761 symptomatic patients, 84% required hospitalization.
- Increased radiologic severity scores were significantly associated with higher hospitalization rates.
- The extent of lung involvement on initial CXRs correlated significantly with laboratory parameters (platelets, lymphocytes, C-reactive protein) and symptom onset time.
Conclusions:
- A radiologic severity scale for chest X-rays can be a valuable tool in diagnosing and managing COVID-19 patients.
- Greater radiologic severity on initial CXRs predicts increased need for hospitalization.
- Radiologic severity is linked to significant alterations in key laboratory parameters, reflecting disease severity.
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