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Comparing Visual Scoring of Lung Injury with a Quantifying AI-Based Scoring in Patients with COVID-19 Cover

Comparing Visual Scoring of Lung Injury with a Quantifying AI-Based Scoring in Patients with COVID-19

Open Access
|Apr 2021

Figures & Tables

jbsr-105-1-2330-g1.png
Figure 1

Coronal (A) and axial (B) lung reconstructed CT images with delineation of the lung lobes, fissures, and the opacities performed by software analysis. (C) A 3D view of the lung opacities (in red colour). (D) An overview of the absolute and relative lung involvement per lung or lung lobe, the lung volume as well as a probability index for COVID-19.

Table 1

Summary of Patient Characteristics (n = 182).

PARAMETERVALUE; N(%)
Sex
    Men110 (60.4)
    Women72 (39.6)
Age (y)
    Mean65
    Standard deviation16.22
    Range22–91
Body mass index (kg/m2)
    Mean27.4
    Standard deviation0.47
    Range10.8–47.1
Table 2

Lung involvement severity index.

LEFT UPPER LOBE N(%)LEFT LOWER LOBE N(%)RIGHT UPPER LOBE N(%)RIGHT MIDDLE LOBE N(%)RIGHT LOWER LOBE N(%)TOTAL LUNG VOLUME (ML)VOLUME OPACITIES (ML)OPACITY (%)HIGH OPACITY (%)
Pneumonia Analysis software:
Mean10.1917.8013.049.4919.574142.08492.8213.373.10
SDD15.6020.0820.4216.5222.071256.66502.8315.084.60
Range0–74.320–84.950–1000–840–94.081691.97–8179.750.05–2820.670–82.230–29.61
Visual scoring:
0: 0%22(12.1)6(3.3)22(12.1)35(19.2)9(4.9)
1: 0–5%77(42.3)58(31.9)80(44.0)80(44.0)53(29.1)
2: 5–25%49(26.9)62(34.1)41(22.5)40(22.0)60(33.0)
3: 25–50%26(14.3)41(22.5)24(13.2)21(11.5)42(23.1)
4: 50–75%8(4.4)11(6.0)11(6.0)4(2.2)12(6.6)
5: 75–100%0(0.0)4(2.2)4(2.2)2(1.1)6(3.3)
jbsr-105-1-2330-g2.png
Figure 2

Relative volume of total lung opacity as a function of the visual scoring assessment, illustrating a significant monotonic increasing relation between the qualitative and quantitative scores of lung opacities.

jbsr-105-1-2330-g3.png
Figure 3

Relative volume of total lung opacity as a function of the visual score for the lung opacity, illustrating a monotonic increasing relation between the qualitative and quantitative scores of lung opacities for each lung lobe separately.

DOI: https://doi.org/10.5334/jbsr.2330 | Journal eISSN: 2514-8281
Language: English
Submitted on: Oct 19, 2020
Accepted on: Mar 13, 2021
Published on: Apr 5, 2021
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2021 Charlotte Biebau, Adriana Dubbeldam, Lesley Cockmartin, Walter Coudyzer, Johan Coolen, Johny Verschakelen, Walter De Wever, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.