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Interstitial lung disease associated with collagen vascular disorders: disease quantification using a computer-aided diagnosis tool
Ist Teil von
European radiology, 2009-02, Vol.19 (2), p.324-332
Ort / Verlag
Berlin/Heidelberg: Springer-Verlag
Erscheinungsjahr
2009
Quelle
MEDLINE
Beschreibungen/Notizen
The purpose of this study was to evaluate a computer-aided diagnosis (CAD) tool compared to human observers in quantification of interstitial lung disease (ILD) in patients with collagen-vascular disorders. A total of 52 patients with rheumatoid arthritis (
n
= 24), scleroderma (
n
= 14) and systemic lupus erythematosus (
n
= 14) underwent thin-section CT. Two independent observers assessed the extent of ILD (EoILD), reticulation (EoRet) and ground-glass opacity (EoGGO). CAD assessed EoILD twice. Pulmonary function tests were obtained. Statistical evaluation used 95% limits of agreement and linear regression analysis. CAD correlated well with diffusing capacity (DL
CO
) (
R
= −0.531,
P
< 0.0001) and moderately with forced vital capacity (FVC) (
R
= −0.483,
P
= 0.0008). There was close correlation between CAD and the readers (EoILD vs. CAD:
R
= 0.716,
P
< 0.0001; EoRet vs. CAD:
R
= 0.69,
P
< 0.0001). Subgroup analysis including patients with minimal EoGGO (<15%) strengthened the correlations between CAD and the readers, readers and PFT, and CAD and PFT. EoILD by readers correlated strongly with DL
CO
(
R
= −0.705,
P
< 0.0001) and moderately with FVC (
R
= −0.559,
P
= 0.0002). EoRet correlated closely with DL
CO
and moderately with FVC (DL
CO
:
R
= −0.663; FVC:
R
= −0.436;
P
≤ 0.005). The CAD system is a promising tool for ILD quantification, showing close correlation with human observers and physiologic impairment.