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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
Predictors for COVID-19 Complete Remission with HRCT Pattern Evolution: A Monocentric, Prospective Study.
Diana Manolescu1,2, Bogdan Timar3,4, Felix Bratosin5
1Department of Radiology, "Victor Babes" University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania.
Only 25.8% of COVID-19 survivors achieved complete lung recovery 90 days post-infection. Older age and shorter follow-up periods predicted persistent lung abnormalities on high-resolution computed tomography (HRCT) scans.
Area of Science:
- Radiology
- Pulmonology
- Infectious Diseases
Background:
- Concerns exist regarding persistent lung abnormalities, including fibrosis, in COVID-19 survivors.
- High-resolution computed tomography (HRCT) is crucial for assessing lung injury evolution post-SARS-CoV-2 infection.
Purpose of the Study:
- To determine the rate of complete radiological remission in COVID-19 pneumonia survivors 90 days after infection.
- To identify predictors of complete lung recovery using HRCT findings.
Main Methods:
- A monocentric prospective cohort study included 635 COVID-19 patients with complete HRCT follow-up at 90 days.
- Patients underwent chest HRCT scans, with data analyzed for imaging patterns and severity scores.
- Average patient age was 54 years, with a mean of 74 days from symptom onset to HRCT.
Main Results:
- Complete imagistic remission was observed in 25.8% of patients.
- Persistent findings included ground glass (86.6%), reticulations (78.8%), and pleural thickening (41.2%).
- Higher HRCT scores were significantly associated with older age (p < 0.001) and persistent imaging features.
Conclusions:
- Chest HRCT at 90 days serves as a valuable tool for documenting persistent lung injury and understanding "long COVID".
- Complete remission is linked to younger age and longer follow-up periods.
- Ground glass, reticulation, and pleural thickening on HRCT indicate ongoing lung injury, particularly in older individuals.
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