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Updated: Dec 25, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Temporal Changes of CT Findings in 90 Patients with COVID-19 Pneumonia: A Longitudinal Study
Yuhui Wang1, Chengjun Dong1, Yue Hu1
1From the Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Ave, Wuhan, Hubei, China 430022 (Y.W., C.D., C.L., Q.R., X.Z., H.S., M.Z.); Hubei Province Key Laboratory of Molecular Imaging, Wuhan, Hubei, China (Y.W., C.D., C.L., Q.R., X.Z., H.S., M.Z.); and Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China (Y.H.).
Insights
Serial CT scans reveal that lung abnormalities in coronavirus disease 2019 (COVID-19) pneumonia peak between days 6-11 of illness. Ground-glass opacity is the predominant pattern, with residual disease common upon discharge.
Area of Science:
- Radiology
- Infectious Diseases
- Pulmonology
Background:
- Computed tomography (CT) is crucial for diagnosing and managing coronavirus disease 2019 (COVID-19) pneumonia.
- Understanding the temporal evolution of CT findings is essential for patient care.
Purpose of the Study:
- To conduct a longitudinal study analyzing serial CT findings over time in patients with COVID-19 pneumonia.
- To correlate CT findings with disease progression and recovery stages.
Main Methods:
- Prospective enrollment of 90 patients with COVID-19 pneumonia.
- Acquisition and review of 366 serial CT scans by two radiologist groups.
- Analysis of CT patterns, distribution, CT scores, and number of involved zones for temporal changes.
Main Results:
- CT scores and involved zones peaked between illness days 6-11, with ground-glass opacity as the predominant pattern.
- Mixed patterns peaked later (days 12-17), and lesions were typically bilateral and subpleural.
- Residual disease, primarily ground-glass opacity, was observed in 94% of discharged patients.
Conclusions:
- Lung abnormalities in COVID-19 pneumonia exhibit a distinct temporal pattern on CT, peaking around days 6-11.
- These temporal CT changes may reflect the disease's progression and the patient's recovery trajectory.
- CT imaging provides valuable insights into the dynamic nature of COVID-19 pneumonia.
Abstract:
Background CT may play a central role in the diagnosis and management of coronavirus disease 2019 (COVID-19) pneumonia. Purpose To perform a longitudinal study to analyze the serial CT findings over time in patients with COVID-19 pneumonia. Materials and Methods During January 16 to February 17, 2020, 90 patients (33 men, 57 women; mean age, 45 years) with COVID-19 pneumonia were prospectively enrolled and followed up until being discharged, death, or the end of the study. A total of 366 CT scans were acquired and reviewed by two groups of radiologists for the patterns and distribution of lung abnormalities, total CT scores, and number of zones involved. Those features were analyzed for temporal change. Results CT scores and number of zones involved progressed rapidly, peaked during illness days 6-11 (median CT score, 5; median number of zones involved, five), and were followed by persistence of high levels. The predominant pattern of abnormalities after symptom onset was ground-glass opacity (35 of 78 scans [45%] to 49 of 79 scans [62%] in different periods). The percentage of mixed pattern peaked on illness days 12-17 (30 of 78 scans [38%]) and became the second most predominant pattern thereafter. Pure ground-glass opacity was the most prevalent subtype of ground-glass opacity after symptom onset (20 of 50 scans [40%] to 20 of 28 scans [71%]). The percentage of ground-glass opacity with irregular linear opacity peaked on illness days 6-11 (14 of 50 scans [28%]) and became the second most prevalent subtype thereafter. The distribution of lesions was predominantly bilateral and subpleural. Sixty-six of the 70 patients discharged (94%) had residual disease on final CT scans (median CT score, 4; median number of zones involved, four), with ground-glass opacity (42 of 70 patients [60%]) and pure ground-glass opacity (31 of 42 patients [74%]) the most common pattern and subtype. Conclusion The extent of lung abnormalities at CT peaked during illness days 6-11. The temporal changes of the diverse CT manifestations followed a specific pattern, which might indicate the progression and recovery of the illness. © RSNA, 2020 Online supplemental material is available for this article.
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