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Updated: Nov 4, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
A phantom study to optimise the automatic tube current modulation for chest CT in COVID-19
Victor Gombolevskiy1, Sergey Morozov2, Valeria Chernina2
1Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Moscow, Russian Federation. v.gombolevskiy@npcmr.ru.
Researchers identified a noise index threshold of 36 for low-dose CT scans to detect early COVID-19 lung changes (ground-glass opacities). This finding helps optimize imaging protocols while reducing radiation exposure.
Area of Science:
- Radiology
- Medical Physics
- Infectious Diseases
Background:
- The COVID-19 pandemic necessitates careful use of thoracic computed tomography (CT).
- Low-dose CT protocols are recommended to minimize radiation exposure.
- Detecting early ground-glass opacities (GGO) in COVID-19 is crucial for diagnosis.
Purpose of the Study:
- To determine the automatic tube current modulation noise index threshold for detecting early COVID-19 GGO.
- To establish a safe low-dose CT protocol for COVID-19 diagnosis.
Main Methods:
- Performed 25 phantom CT studies with varying automatic tube current modulation settings (SUREExposure3D).
- Retrospectively analyzed chest CT images from 22 COVID-19 patients.
- Calculated density differences between GGO and unaffected lung tissue.
- Matched phantom and patient data to find the minimum noise index threshold.
Main Results:
- The minimum density difference for detecting COVID-19 GGO was 252 HU.
- This corresponded to a SUREExposure3D noise index of 36.
- Established a noise index threshold of 36 for Canon scanners (without iterative reconstruction).
Conclusions:
- A noise index threshold of 36 allows for significant dose reduction (up to 80% decrease in dose-length product) in low-dose CT for COVID-19.
- This threshold helps avoid missing early GGO in COVID-19 patients.
- Prospective validation of this protocol is recommended.
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