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Validation of the International Labour Office Digitized Standard Images for Recognition and Classification of Radiographs of Pneumoconiosis

Rationale and Objectives

Chest radiographs are recommended for prevention and detection of pneumoconiosis. In 2011, the International Labour Office (ILO) released a revision of the International Classification of Radiographs of Pneumoconioses that included a digitized standard images set. The present study compared results of classifications of digital chest images performed using the new ILO 2011 digitized standard images to classification approaches used in the past.

Materials and Methods

Underground coal miners ( N = 172) were examined using both digital and film-screen radiography (FSR) on the same day. Seven National Institute for Occupational Safety and Health-certified B Readers independently classified all 172 digital radiographs, once using the ILO 2011 digitized standard images (DR ILO2011-D ) and once using digitized standard images used in the previous research (DR RES ). The same seven B Readers classified all the miners’ chest films using the ILO film-based standards.

Results

Agreement between classifications of FSR and digital radiography was identical, using a standard image set (either DR ILO2011-D or DR RES ). The overall weighted κ value was 0.58. Some specific differences in the results were seen and noted. However, intrareader variability in this study was similar to the published values and did not appear to be affected by the use of the new ILO 2011 digitized standard images.

Conclusions

These findings validate the use of the ILO digitized standard images for classification of small pneumoconiotic opacities. When digital chest radiographs are obtained and displayed appropriately, results of pneumoconiosis classifications using the 2011 ILO digitized standards are comparable to film-based ILO classifications and to classifications using earlier research standards.

Chest radiographs are recommended for the detection and prevention of pneumoconiosis in workers involved in dusty trades, such as underground mining . In clinical practice and public health surveillance, digital chest radiographs (DR) presented on medical-grade monitors have largely replaced the conventional film-screen radiograph (FSR) technology. The International Labour Office (ILO) Guidelines for the Classification of the Pneumoconioses has been an invaluable tool for standardization of interpretations of chest radiographs for epidemiologic studies of the pneumoconioses . To enhance accuracy and precision in applying the ILO classification scoring system, readers are required to perform a side-by-side comparison of each individual worker’s radiograph to one or more prototypical chest images, which illustrate a variety of types and severity of radiographic abnormalities induced by dust inhalation. The ILO classification system includes a standard set of chest images for comparison purposes. Until recently, the ILO classification system only provided a set of standard images in the film-screen radiograph (FSR) format. However, in 2011, the ILO revised its guidelines to “extend the applicability of the Classification to digital radiographic images of the chest” . In the 2011 revision of the classification, the ILO includes a set of electronic image files (ILO Standard Digital Images [2011-D]) that was digitized from the film-based standards included in the 2000 revision of the classification.

Prior to the adoption of the ILO Standard Digital Images (2011-D), a series of research studies was undertaken to assess any potential impact of image modality on the outcomes of ILO classifications of chest radiographs (comparing FSR to DR displayed on medical-grade diagnostic monitors) . These investigations obtained both FSR and DR chest radiographs from study participants on the same day. FSR chest radiographs were interpreted using the ILO 2000 version of the classification system with the traditional film-based standard images. To enable classification of the DR chest radiographs displayed as soft copies on a medical-grade computer monitor, an existing set of the ILO standard films was scanned and digitized (see Franzblau et al. for methods). The resulting image files (“research” digitized standards) were used as the ILO standards for classifying digital images in a number of previous investigations . These “research” digitized standards appear quite similar to the current set of standard films that are included in the ILO 2000 classification, but were digitized from a prior version of the ILO standard films that had been issued with a black label rather than the current white label. The methods used in these modality studies required that at least two National Institute for Occupational Safety and Health (NIOSH)-certified B Readers 1

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interpret each participant’s DR chest radiograph presented as a soft copy image side-by-side with the digitized ILO standard radiographs, using two identical medical-grade monitors. In brief, these studies concluded that, with appropriate attention to image acquisition and soft copy display, both of the widely available digital radiography systems 2

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can be equivalent to FSR in the visualization and classification of small interstitial lung opacities.

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Materials and methods

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Results

Image Quality

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Table 1

Image Quality Ratings for 3612 Classifications by Image Modality and Standard Set

Quality FSR [ n (%)] DR RES [ n (%)] DR ILO2011-D [ n (%)] Good 536 (44.5) 792 (65.8) 827 (68.7) Acceptable, no defects 410 (34.1) 332 (27.6) 337 (28.0) Acceptable, some defects 228 (18.9) 74 (6.1) 39 (3.2) Unacceptable 15 (1.2) 0 (0.0) 1 (0.1) Missing/no indication 15 (1.2) 6 (0.5) 0 (0.0)

DR ILO2011-D , digital radiograph interpreted using digitized ILO reference standards (2011-D); DR RES , digital radiograph interpreted using the “research” digitized standards; FSR, film-screen radiograph interpreted using 2000 ILO film-based reference standard; ILO, International Labour Organization.

Each chest radiograph from 172 miners was classified by seven National Institute for Occupational Safety and Health (NIOSH) B Readers for a total of 1204 classifications.

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Profusion of Small Opacities

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Figure 1, Profusion of small opacities for 1204 classifications by image type and in the case of digital images by reference standard used. Small opacity profusion designations are standard International Labour Organization (ILO) designations. Inset panel is data presented without “0/0” classifications for viewing purposes. DR RES , digital radiograph interpreted using the “research” digitized standards; DR ILO2011-D , digital radiograph interpreted using digitized ILO reference standards (2011-D); FSR, film-screen radiograph interpreted using 2000 ILO film-based reference standard.

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Table 2

Small Opacity Profusion by Image Type and Standard Set

Profusion FSR [ n (%)] DR RES [ n (%)] DR ILO2011-D [ n (%)] 0/0 743 (62.8) 817 (69.0) 691 (58.4) 0/1 133 (11.2) 109 (9.2) 133 (11.2) 1/0 136 (11.5) 121 (10.2) 158 (13.3) 1/1 93 (7.9) 61 (5.2) 85 (7.2) 1/2 28 (2.4) 26 (2.2) 46 (3.9) 2/1 24 (2.0) 19 (1.6) 33 (2.8) 2/2 19 (1.6) 16 (1.4) 21 (1.8) 2/3 6 (0.5) 10 (0.8) 10 (0.8) 3/2 1 (0.1) 5 (0.4) 6 (0.5) 3/3 1 (0.1) 0 1 (0.1)

DR ILO2011-D , digital radiograph interpreted using digitized ILO reference standards (2011-D), DR RES , digital radiograph interpreted using the “research” digitized standards; FSR, film-screen radiograph interpreted using 2000 ILO film-based reference standard; ILO, International Labour Organization.

One hundred seventy-two images were classified by seven B readers, for a total of 1204 possible classifications for each method. Small opacity profusion categories are ILO designations

Figure 2, Intrareader variability of small opacity profusion from this study and from the values previously reported by Laney et al. (FSR-DR RES ) (6) is presented using weighted κ values for classification method comparisons. Background shading represents κ value interpretation scale, darker shading signifies decreases in agreement: κ = 0.01–0.20 slight agreement, 0.21–0.40 fair agreement, 0.41–0.60 moderate agreement, and 0.61–0.80 substantial agreement (7) . Not shown: κ < 0 less than chance agreement and κ = 0.81–0.99 almost perfect agreement. DR RES , digital radiograph interpreted using the “research” digitized standards; DR ILO2011-D , digital radiograph interpreted using digitized ILO reference standards (2011-D); FSR, film-screen radiograph interpreted using 2000 ILO film-based reference standard.

Figure 3, Intrareader small opacity profusion by International Labour Organization (ILO) small opacity profusion classification ( left column ), standard classification method agreement ( center ), and primary shape and size classification by image type ( right column ) of radiographs from 172 miners. K , weighted κ values and 95% confidence intervals. Primary shape and size classifications are standard ILO designations: p, q, and r indicate small rounded opacities; s, t, and u indicate small irregularly shaped opacities.

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Table 3

Intrareader Weighted Kappa Values and 95% Confidence Intervals (CIs) Comparing ILO Small Opacity Profusion

Reader 1 Reader 2 Reader 3 Reader 4 Reader 5 Reader 6 Reader 7 Overall FSR-DR RES ∗ 0.48 (0.37–0.59) 0.39 (0.29–0.49) 0.72 (0.56–0.87) 0.67 (0.59–0.74) 0.43 (0.31–0.54) 0.56 (0.45–0.67) 0.72 (0.58–0.86) 0.58 (0.54–0.62) FSR-DR ILO2011-D 0.38 (0.29–0.47) 0.40 (0.30–0.51) 0.58 (0.41–0.75) 0.57 (0.47–0.67) 0.56 (0.46–0.65) 0.57 (0.48–0.67) 0.70 (0.60–0.81) 0.58 (0.54–0.61) DR RES -DR ILO2011-D 0.29 (0.20–0.39) 0.46 (0.37–0.55) 0.54 (0.35–0.73) 0.64 (0.54–0.75) 0.62 (0.49–0.74) 0.66 (0.58–0.75) 0.62 (0.49–0.76) 0.58 (0.54–0.62)

DR ILO2011-D , digital radiograph interpreted using digitized ILO reference standards (2011-D), DR RES , digital radiograph interpreted using the “research” digitized standards; FSR, film-screen radiograph interpreted using 2000 ILO film-based reference standard; ILO, International Labour Organization.

Date represented as κ Value (95% CI).

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Small Opacity Shape and Size

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Table 4

Small Opacity Shape and Size by Image Modality and Standard Set

Shape and Size FSR [ n (%)] DR RES [ n (%)] DR ILO2011-D [ n (%)] Rounded 328 (74.4) 245 (66.4) 338 (68.6) p 108 (24.5) 107 (29.0) 187 (37.9) q 160 (36.3) 102 (27.6) 121 (24.5) r 60 (13.6) 36 (9.8) 30 (6.1) Irregular 113 (25.6) 124 (33.6) 155 (31.4) s 72 (16.3) 88 (23.9) 108 (21.9) t 36 (8.2) 34 (9.2) 44 (8.9) u 5 (1.1) 2 (0.5) 3 (0.6)

DR ILO2011-D , digital radiograph interpreted using digitized ILO reference standards (2011-D), DR RES , digital radiograph interpreted using the “research” digitized standards; FSR, film-screen radiograph interpreted using 2000 ILO film-based reference standard; ILO, International Labour Organization.

One hundred seventy-two images were classified by seven B readers, for a total of 3612 possible classifications for each method. Primary shape and size designations are standard ILO designations. Readers did not record shape and size for images with 0/0 profusion.

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Table 5

Simple κ Values and 95% Confidence Intervals (CIs) Comparing Primary Shape and Size Designation by Image Modality and Standard Set

κ Value 95% CI FSR-DR RES ∗ 0.51 (0.44–0.58) FSR-DR ILO2011-D 0.47 (0.41–0.54) DR RES -DR ILO2011-D 0.57 (0.50–0.63)

DR ILO2011-D , digital radiograph interpreted using digitized ILO reference standards (2011-D), DR RES , digital radiograph interpreted using the “research” digitized standards; FSR, film-screen radiograph interpreted using 2000 ILO film-based reference standard; ILO, International Labour Organization.

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Within-reader Variability

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Discussion

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Acknowledgments

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References

  • 1. Wagner G.: Screening and surveillance of workers exposed to mineral dust.1996.World Health OrganizationGeneva

  • 2. International Labour Office: Guidelines for the use of the ILO international classification of radiographs of pneumoconioses.2011.International Labour OfficeGeneva

  • 3. Franzblau A., Kazerooni E.A., Sen A., et. al.: Comparison of digital radiographs with film radiographs for the classification of pneumoconiosis. Acad Radiol 2009; 16: pp. 669-677.

  • 4. Laney A.S., Petsonk E.L., Wolfe A.L., et. al.: Comparison of storage phosphor computed radiography with conventional film-screen radiography in the recognition of pneumoconiosis. Eur Respir J 2010; 36: pp. 122-127.

  • 5. Sen A., Lee S.Y., Gillespie B.W., et. al.: Comparing film and digital radiographs for reliability of pneumoconiosis classifications: a modeling approach. Acad Radiol 2010; 17: pp. 511-519.

  • 6. Laney A.S., Petsonk E.L., Attfield M.D.: Intramodality and intermodality comparisons of storage phosphor computed radiography and conventional film-screen radiography in the recognition of small pneumoconiotic opacities. Chest 2011; 140: pp. 1574-1580.

  • 7. Viera A.J., Garrett J.M.: Understanding interobserver agreement: the kappa statistic. Fam Med 2005; 37: pp. 360-363.

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