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Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Hematologic and Computed Tomography Features for Discriminating COVID-19 From Non-COVID-19 Pneumonia
Poursamimi Javad1,2, Saravani Soleyman3, Hossein Beigi Roghayeh4
1Department Immunology, Faculty of Medicine, Zabol University of Medical Sciences, Zabol, Iran.
Differentiating COVID-19 from other pulmonary infections is crucial. This study found that Mean Corpuscular Volume (MCV) and CT scan septal thickening are key indicators for distinguishing these conditions.
Area of Science:
- Pulmonary Medicine
- Infectious Diseases
- Radiology
Background:
- Clinical symptoms of COVID-19 and non-COVID-19 pulmonary infections often overlap, complicating diagnosis.
- Accurate differentiation is essential for appropriate patient management and treatment strategies.
Purpose of the Study:
- To evaluate laboratory criteria and CT scan findings for distinguishing COVID-19 from non-COVID-19 pulmonary infections.
- To identify specific biomarkers and imaging features that aid in differential diagnosis.
Main Methods:
- Retrospective analysis of medical records from 200 patients (February 2020 - February 2021).
- Comparison of laboratory parameters (RBC, MCHC, HCT, ESR, NLR, PLR, MCV, MCH) and CT scan findings between COVID-19 and non-COVID-19 groups.
- Evaluation of lesion distribution, opacity types, septal thickening, and pleural effusion on CT scans.
Main Results:
- COVID-19 group showed increased RBC, MCHC, HCT, ESR, NLR, and PLR compared to the non-COVID-19 group.
- Lower Mean Corpuscular Volume (MCV) and Mean Cell Hemoglobin (MCH) were observed in the COVID-19 group.
- CT scans revealed predominantly bilateral symptoms, peripheral and diffuse lesions, and septal thickening in the COVID-19 patients.
Conclusions:
- Mean Corpuscular Volume (MCV) is a significant laboratory indicator for differentiating COVID-19 from non-COVID-19 pulmonary infections.
- CT scan findings, particularly septal thickening, are valuable in distinguishing between these two groups.
- Combined evaluation of laboratory indices and CT features enhances diagnostic accuracy.
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