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Updated: Oct 29, 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, España.
Chest X-ray severity in patients with SARS-CoV-2 infection correlates with clinical outcomes and laboratory findings. Increased radiologic severity on initial chest X-rays indicates a higher likelihood of hospitalization and altered lab parameters in COVID-19 patients.
Area of Science:
- Radiology
- Infectious Diseases
- Clinical Pathology
Background:
- The COVID-19 pandemic, caused by SARS-CoV-2, has necessitated rapid diagnostic and prognostic tools.
- Chest X-rays are frequently utilized for evaluating respiratory involvement in SARS-CoV-2 patients.
Purpose of the Study:
- To analyze initial chest X-ray findings in SARS-CoV-2 positive patients.
- To determine the relationship between the severity of chest X-ray findings and clinical/laboratory parameters.
Main Methods:
- Retrospective analysis of symptomatic adults with RT-PCR positive SARS-CoV-2.
- Evaluation of initial chest X-rays for ground-glass opacities, consolidations, linear opacities, and pleural effusion.
- Correlation with laboratory markers (leukocytes, lymphocytes, platelets, neutrophil-to-lymphocyte ratio, C-reactive protein) and clinical data.
Main Results:
- 84% of 761 symptomatic patients required hospitalization.
- Increasing radiologic severity scores correlated with increased hospitalization rates.
- Lung involvement extent significantly associated with laboratory parameters (platelets, lymphocytes, CRP) and symptom onset time.
Conclusions:
- A radiologic severity scale for chest X-rays can aid in classifying COVID-19 patients.
- Greater radiologic severity predicts higher hospitalization need and more pronounced laboratory alterations.
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