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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
Chest CT utilization in COVID-19: a dosimetric and diagnostic-quality study
Mohammed K Saeed1, Hassan A Alshamrani1, Youssef M Abdullah2
1Department of Radiological Sciences, Faculty of Applied Medical Sciences, Najran University, Najran 1988, Saudi Arabia.
Chest CT scans for COVID-19 pneumonia showed variations in use and radiation dose across Saudi Arabian sites. While most image quality parameters met standards, respiratory motion artifacts were common, indicating protocol optimization needs.
Area of Science:
- Radiology
- Medical Imaging
- Infectious Diseases
Background:
- The 2019 novel coronavirus (COVID-19) pandemic led to increased use of medical imaging.
- Chest computed tomography (CT) is a key tool for diagnosing and monitoring COVID-19 pneumonia.
- Variations in CT protocols and radiation doses are a concern in clinical practice.
Purpose of the Study:
- To investigate variations in chest CT utilization, radiation dose, and image quality.
- To assess CT scanner performance and diagnostic quality in COVID-19 pneumonia patients.
- To identify areas for CT protocol optimization in Saudi Arabia.
Main Methods:
- Retrospective analysis of 402 COVID-19 patients treated between February and October 2021.
- Radiation dose estimation using CTDIvol and SSDE metrics.
- Evaluation of scanner performance using an ACR-CT accreditation phantom and assessment of diagnostic quality and artifacts by radiologists.
Main Results:
- The majority of scanner sites (80%) met suggested acceptance limits for image quality parameters.
- Ground-glass opacities were the most common CT finding (54%).
- Respiratory motion artifacts were prevalent in chest CT exams with typical COVID-19 appearance (56.3%).
- Significant differences in CT utilization, CTDIvol, and SSDE were observed across sites.
Conclusions:
- Chest CT utilization and radiation doses varied significantly among participating Saudi Arabian sites.
- While image quality was generally acceptable, common artifacts highlight the need for protocol optimization.
- Standardizing CT protocols can improve consistency and potentially reduce radiation exposure in COVID-19 patient management.
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