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Updated: Jan 10, 2026

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
[COVID-19 and non-COVID-19 pneumonia, a comparative study]
Melani Zlotogora1, Santiago T M Reyna1, María A Correa Barovero1
1Servicio de Clínica Médica, Hospital Privado Universitario de Córdoba, Argentina.
This study compared community-acquired pneumonia (CAP) and COVID-19 pneumonia in hospitalized patients. The 4C mortality and CALL scores better predicted complications in pneumonia patients, regardless of cause.
Area of Science:
- Pulmonology
- Infectious Diseases
- Critical Care Medicine
Background:
- Pneumonia management is challenging, especially during the SARS-CoV-2 pandemic, due to varied presentations and urgent treatment needs.
- Community-acquired pneumonia (CAP) and COVID-19 pneumonia require distinct diagnostic and therapeutic approaches.
Purpose of the Study:
- To compare the frequency and clinical features of CAP and COVID-19 pneumonia in hospitalized individuals.
- To assess the effectiveness of prognostic scores in predicting outcomes for hospitalized pneumonia patients.
Main Methods:
- Retrospective analytical study including 1176 COVID-19 pneumonia patients and 124 CAP patients hospitalized between March 2020 and October 2021.
- Exclusion criteria included pregnant women; data collected from two tertiary care hospitals in Córdoba, Argentina.
Main Results:
- COVID-19 pneumonia was more common in younger males and presented with higher rates of severe illness and progression from mild to severe disease.
- While CURB-65 and qSOFA scores classified most patients as low risk, the 4C mortality and CALL scores demonstrated superior performance in predicting complications.
- In-hospital mortality rates were comparable between COVID-19 pneumonia and CAP groups (12.2% vs. 11.3%).
Conclusions:
- Hospitalized pneumonia, including COVID-19, frequently affects individuals with comorbidities.
- The 4C mortality and CALL scores are valuable tools for prognostic stratification, offering better prediction of adverse outcomes in pneumonia patients.
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