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Updated: Sep 13, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Radiologic and Clinical Correlates of Long-Term Post-COVID-19 Pulmonary Sequelae.
Gorkem Durak1, Kaan Akin2, Okan Cetin2
1Machine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University, Chicago, IL 60611, USA.
Long COVID-19 pneumonia can cause persistent lung abnormalities, with fibrotic-like changes common. Many non-fibrotic changes improve over time, correlating with symptoms like fatigue and chest pain.
Area of Science:
- Pulmonology
- Radiology
- Infectious Diseases
Background:
- Long-term lung changes after COVID-19 pneumonia are not fully understood.
- The relationship between persistent imaging abnormalities and long COVID symptoms requires investigation.
Purpose of the Study:
- To investigate the persistence of imaging abnormalities in COVID-19 pneumonia patients over ten months.
- To correlate imaging findings with clinical symptoms and laboratory data.
Main Methods:
- 93 patients with moderate to severe COVID-19 pneumonia underwent follow-up CT scans.
- Radiologists assessed lung involvement and persistence of changes (non-fibrotic and fibrotic-like).
- Clinical and laboratory data were analyzed, including a subcohort for mid-term vs. long-term changes.
Main Results:
- Persistent non-fibrotic changes were seen in 36.6% and fibrotic-like changes in 75.3% of patients.
- Persistent changes correlated with initial CT scores, LDH, and ferritin levels.
- Fatigue and chest pain were more frequent with persistent non-fibrotic changes; chest pain with fibrotic-like changes.
Conclusions:
- Initial CT and lab findings can predict long-term sequelae of COVID-19 pneumonia.
- Non-fibrotic lung changes often lessen over time.
- Persistent imaging findings correlate with long COVID clinical outcomes.
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