Related Experiment Video
Updated: Sep 22, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Computed Tomography Severity Scoring on High-Resolution Computed Tomography Thorax and Inflammatory Markers With
Bukke Ravindra Naik1, Anil K Sakalecha2, Sunil B N3
1Radiology, Sri Devaraj Urs Medical College, Kolar, IND.
Insights
High-resolution computed tomography (HRCT) CT severity scoring and inflammatory markers correlate with COVID-19 mortality. These tools aid in early diagnosis and management of coronavirus disease 2019 (COVID-19) patients.
Area of Science:
- Radiology
- Infectious Diseases
- Critical Care Medicine
Background:
- The coronavirus disease 2019 (COVID-19) Reporting and Data System (CO-RADS) and CT severity score (CTSS) were introduced to assess COVID-19 severity.
- Limited data exists on the correlation between CTSS, inflammatory markers, and COVID-19 related mortality.
Purpose of the Study:
- To correlate CT severity scoring (CTSS) on high-resolution computed tomography (HRCT) thorax and inflammatory markers with COVID-19 related mortality.
Main Methods:
- A retrospective observational study included 2343 adult patients with suspected or confirmed COVID-19 who underwent HRCT thorax.
- Data collected included demographics, inflammatory markers (CRP, ferritin, LDH, ESR, D-dimer, neutrophil-to-lymphocyte ratio), CO-RADS scores, and CTSS.
- Statistical analysis was performed using SPSS version 22.
Main Results:
- The majority of participants were male (67.95%), with diabetes being the most common comorbidity (42.64%).
- Severe CT severity scores (CTSS) were observed in 569 participants, with a mortality rate of 36.03% in this group.
- Elevated inflammatory markers such as C-reactive protein (CRP) and ferritin were noted.
Conclusions:
- A positive correlation exists between CT severity scoring on HRCT thorax and inflammatory markers with COVID-19 related mortality.
- CTSS and inflammatory markers can be valuable tools for early diagnosis and timely management of COVID-19 patients.
- Further research is warranted to explore the prognostic value of these markers in COVID-19.
Abstract:
Introduction Radiological Society of the Netherlands introduced the coronavirus disease 2019 (COVID-19) Reporting and Data System (CO-RADS) and the corresponding CT severity score (CTSS) to diagnose COVID-19 severity. However, data regarding the same is very limited. Objectives The objective of this study was to correlate the computed tomography severity scoring (CTSS) on high-resolution computed tomography (HRCT) thorax and inflammatory markers with COVID-19 related mortality. Methods A retrospective observational study was conducted in a tertiary center between June 2020 to May 2021 among 2343 adult patients at the department of radio-diagnosis with suspected and confirmed COVID-19 cases who received an HRCT thorax. Data was collected retrospectively from the records regarding age, sex, and information regarding inflammatory markers such as C-reactive protein (CRP), ferritin, lactate dehydrogenase (LDH), erythrocyte sedimentation rate (ESR), D-dimer, and neutrophil-to-lymphocyte ratio. Information on HRCT thorax of patients was reviewed for radiological suspicion of COVID-19 related lung changes using CO-RADS scoring and severity of lung involvement using CT-severity scoring. Data was analyzed using SPSS version 22 (IBM Inc., Armonk, New York). Results The mean age was 51.69 ± 16.02 years, and most of the study participants were male (1592, 67.95%). The majority (999, 42.64%) had diabetes as a comorbidity. The reverse transcription polymerase chain reaction (RT-PCR) test was positive in 1571 (67.05%) participants. The majority (1571, 67.05%) had a CO-RADS score of six, and only 150 (6.40%) had CO-RADS score of four. The CT severity score was normal in 147 (6.27%), mild in 724 (30.90%), moderate in 903 (38.54%), and severe in 569 (24.29%) participants. The CRP levels were moderate in 1200 (51.22%) and severe in 428 (18.27%) participants. The mean ferritin, D-dimer and interleukin-6 (IL-6) levels were 321.83 ± 266.42 ng/ml, 1.51 ± 0.85mg/l, and 323.05 ± 95.52pg/ml, respectively. The mean length of hospital stay was 10.25 ± 6.52 days. Most of them (1926 out of 2343, 82.20%) survived, and nearly 417 out of 2343 (17.80%) died. Out of 2343, 569 participants had severe CT severity scores, out of which 205 (36.03%) died, and 364 (63.97%) participants survived. Conclusion A positive correlation was found between CT severity scoring on HRCT thorax and inflammatory markers with COVID-19 related mortality and can be used in early diagnosis and timely management of COVID-19 positive patients.
More Related Videos
Related Concept Videos
Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT
Computed Tomography
The technique was invented in the 1970s and is based on the principle that as X-rays pass through the body, they are absorbed or reflected at different levels. In the technique, a patient lies on a motorized platform while a computerized axial tomography (CAT) scanner rotates...
Imaging Studies for Cardiovascular System V: CT
Imaging Studies III: Computed Tomography
Acute Coronary Syndrome III: Diagnostic Studies
Pneumonia III: Complications and Assessment

