| Literature DB >> 35885565 |
Bettina D Balmer1, Christian Blüthgen1, Bettina Bässler1, Katharina Martini1, Florian A Huber1, Lisa Ruby1, Amadéa Schönenberger1, Thomas Frauenfelder1.
Abstract
BACKGROUND: Interstitial lung disease (ILD) is a frequent complication of systemic sclerosis (SSc), and its early detection and treatment may prevent deterioration of lung function. Different vendors have recently made larger image matrices available as a post-processing option for computed tomography (CT), which could facilitate the diagnosis of SSc-ILD. Therefore, the objective of this study was to assess the effect of matrix size on lung image quality in patients with SSc by comparing a 1024-pixel matrix to a standard 512-pixel matrix and applying different reconstruction kernels.Entities:
Keywords: 1024 × 1024 pixel; computed tomography (CT); interstitial lung disease (ILD); kernel; matrix size; systemic sclerosis (SSc)
Year: 2022 PMID: 35885565 PMCID: PMC9321522 DOI: 10.3390/diagnostics12071662
Source DB: PubMed Journal: Diagnostics (Basel) ISSN: 2075-4418
Subcriteria for the comparison of kernels and matrices, using a 5-point Likert scale.
| Comparison of Kernels | Classification |
|---|---|
| Sharpness | 1 = blurred, 5 = sharp |
| Noise | 1 = noisy, 5 = clear |
| Detection of pathologies | 1 = very bad, 5 = very good |
| Depiction of bronchiole | 1 = very bad, 5 = very good |
| Overall image impression | 1 = very bad, 5 = very good |
| Comparison of matrices | Classification |
| Sharpness | 1 = blurred, 5 = sharp |
| Noise | 1 = noisy, 5 = clear |
| Extent of reticulations/bronchiectasis/fibrosis | 1 = no such pathologies, 5 = moderate, up to much of such pathologies |
| Extent of ground-glass opacities (GGO) | 1 = no GGO, 5 = moderate up to much GGO |
| Depiction of bronchiole | 1 = very bad, 5 =very good |
| Overall image impression | 1 = very bad, 5 = very good |
GGO = ground-glass opacities; overall image impression = the purely subjective impression of the picture quality.
Patient characteristics.
| Demography | |
|---|---|
| Number of patients | 50; female: 43 (86%) |
| Age (in years; mean ± SD, range) | 54 ± 14, 23–85 |
| MRSS (mean ± SD, range) | 2.88 ± 4.72, 0–23 |
| Lung function | (mean ± SD) |
| TLC | 94.87 ± 21.89 |
| DLCO | 73.15 ± 19.55 |
| FEV1/FVC | 101.93 ± 9.22 |
| Pulmonary diagnoses | |
| St. a. HPT | 1 (2) |
| Latent TB infection | 2 (4) |
| Chronic bronchitis | 1 (2) |
| COPD II | 1 (2) |
| Smoking status | |
| Non-Smoker | 39 (78) |
| Ex-Smoker | 4 (8) |
| Smoker | 7 (14) |
SD = standard deviation, MRSS = modified Rodnan skin score, TLC = total lung capacity, DLCO = diffusing capacity of lung for carbon monoxide, FEV1 = forced expiratory volume during the first second or exhaling, FVC = forced vital capacity, St. a. HPT = state after hemopneumothorax, TB = tuberculosis, COPD = chronic obstructive pulmonary disease.
Scores of the diverse kernels in all subcriteria and in total.
| Bl57 | Bl64 | Br49 | Br54 | Br59 | Br63 | Bv49 | Bv58 | ||
|---|---|---|---|---|---|---|---|---|---|
|
| mean |
| 3.67 | 3.52 | 3.63 | 4.00 | 3.62 | 3.25 | 3.60 |
| sd | 0.87 | 1.40 | 1.03 | 1.17 | 0.96 | 1.09 | 0.86 | 1.05 | |
|
| 60 | 24 | 60 | 56 | 60 | 60 | 60 | 60 | |
|
| mean | 3.18 | 2.67 | 3.52 | 3.43 | 3.43 | 3.02 |
| 3.55 |
| sd | 1 | 1.13 | 1 | 1.09 | 0.95 | 1.03 | 0.98 | 0.96 | |
|
| 60 | 24 | 60 | 56 | 60 | 60 | 60 | 60 | |
|
| mean | 3.83 | 3.58 | 3.50 | 3.63 |
| 3.70 | 3.47 | 3.90 |
| sd | 0.83 | 1.06 | 0.89 | 0.89 | 0.96 | 0.91 | 0.70 | 0.88 | |
|
| 60 | 24 | 60 | 56 | 60 | 60 | 60 | 60 | |
|
| mean | 3.83 | 3.50 | 3.65 | 3.75 |
| 3.75 | 3.58 | 4.07 |
| sd | 0.98 | 1.10 | 0.71 | 1.07 | 0.96 | 1.00 | 0.81 | 0.86 | |
|
| 60 | 24 | 60 | 56 | 60 | 60 | 60 | 60 | |
|
| mean | 3.67 | 3.42 | 3.53 | 3.55 |
| 3.50 | 3.38 | 3.82 |
| sd | 0.82 | 1.18 | 0.83 | 1.03 | 0.84 | 0.89 | 0.74 | 0.81 | |
|
| 60 | 24 | 60 | 56 | 60 | 60 | 60 | 60 | |
|
| mean | 18.60 | 16.83 | 17.72 | 17.98 |
| 17.58 | 17.27 | 18.93 |
| sd | 3.77 | 5.53 | 3.77 | 4.64 | 3.99 | 4.20 | 3.23 | 3.91 | |
|
| 60 | 24 | 60 | 56 | 60 | 60 | 60 | 60 |
DoP = detection of pathologies, DoB = depiction of bronchiole, OII = overall image impression.
Figure 1Violin plot: Total score, mean for all 4 raters, violin plot with the score distribution (X-axis: summed up 5-point Likert scale, Y-axis: Kernel) (violin plot represents kernel density estimation to show the distribution shape of the data. Wider sections of the violin plot represent a higher probability that kernel rating will take on the given value; the skinnier sections represent a lower probability).
Score of the two matrices in the subcategories and in total.
| 512 | 1024 | ||||
|---|---|---|---|---|---|
| Mean | Sd | Mean | Sd | ||
| Sharpness | 3.64 | 0.98 |
| 0.76 | <0.01 |
| Noise |
| 0.70 | 3.72 | 0.86 | 0.09 |
| Depiction of bronchiole | 3.53 | 0.74 |
| 0.83 | <0.01 |
| Overall image impression | 3.70 | 0.76 |
| 0.77 | <0.01 |
| Extent RBF |
| 1.38 | 2.94 | 1.40 | 0.49 |
| Extent GGO |
| 1.27 | 2.91 | 1.31 | 0.04 |
| Total | 24.08 | 4.09 |
| 4.46 | <0.01 |
RBF = reticulations/bronchiectasis/fibrosis, GGO = ground-glass opacities.
Figure 2Violin plot: Total score per Matrix size (resolution) 512 and 1024 (mean for all 4 raters).
Figure 3Mosaic plots with the score distribution (5-point Likert scale) of each subcategory; RBF = reticulations/bronchiectasis/fibrosis, GGO = ground-glass opacities. (A) shows the score distribution (1–5) for the two different matrices of the subcategory sharpness, (B) of the subcategory noise, (C) of the subcategory depiction of bronchiole, (D) of the subcategory overall image impression, (E) of the subcategory extent of reticulations/bronchiectasis/fibrosis and (F) of the subcategory extent of ground-glass opacities.
Figure 4Basal lung segments of a 46-year-old patient with a modified Rodnan Skin Score (MRSS) of 7 points as a 512-pixel matrix image (A) and a 1024-pixel image (B).
Interreader agreement for the assessment of the different subcategories and the total score for both, the kernel, and the matrix comparison.
| Kernel | Matrix | ||
|---|---|---|---|
| Criterium | ICC | Criterium | ICC |
| Sharpness | 0.05 | Sharpness | 0.36 |
| Noise | 0.04 | Noise | 0.32 |
| DoB | 0.08 | DoB | 0.23 |
| DoP | 0.05 | R/B/F | 0.89 |
| GGO | 0.84 | ||
| OII | 0.02 | OII | 0.29 |
| Total | 0.05 | Total | 0.49 |
ICC = intraclass correlation coefficient, DoB = Depiction of bronchiole, DoP = detection of pathologies, R/B/F = reticulations/bronchiectases/fibrosis, GGO = ground-glass opacity.