Computer-Aided Quantification of Interstitial Lung Disease from High Resolution Computed Tomography Images in Systemic Sclerosis: Correlation with Visual Reader-Based Score and Physiologic Tests

Joint Authors

Ciapetti, Alessandro
Bosello, Silvia
Bichisecchi, Elisabetta
Giuseppetti, Gianmarco
Ferraccioli, Gianfranco
Carotti, Marina
Gutierrez, Marwin
Salaffi, Fausto

Source

BioMed Research International

Issue

Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-8, 8 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2015-01-05

Country of Publication

Egypt

No. of Pages

8

Main Subjects

Medicine

Abstract EN

Objective.

To evaluate the performance of a computerized-aided method (CaM) for quantification of interstitial lung disease (ILD) in patients with systemic sclerosis and to determine its correlation with the conventional visual reader-based score (CoVR) and the pulmonary function tests (PFTs).

Methods.

Seventy-nine patients were enrolled.

All patients underwent chest high resolution computed tomography (HRCT) scored by two radiologists adopting the CoVR.

All HRCT images were then analysed by a CaM using a DICOM software.

The relationships among the lung segmentation analysis, the readers, and the PFTs results were calculated using linear regression analysis and Pearson’s correlation.

Receiver operating curve analysis was performed for determination of CaM extent threshold.

Results.

A strong correlation between CaM and CoVR was observed ( P < 0.0001 ).

The CaM showed a significant negative correlation with forced vital capacity (FVC) ( P < 0.0001 ) and the single breath carbon monoxide diffusing capacity of the lung (DLco) ( P < 0.0001 ).

A CaM optimal extent threshold of 20% represented the best compromise between sensitivity (75.6%) and specificity (97.4%).

Conclusions.

CaM quantification of SSc-ILD can be useful in the assessment of extent of lung disease and may provide reliable tool in daily clinical practice and clinical trials.

American Psychological Association (APA)

Salaffi, Fausto& Carotti, Marina& Bosello, Silvia& Ciapetti, Alessandro& Gutierrez, Marwin& Bichisecchi, Elisabetta…[et al.]. 2015. Computer-Aided Quantification of Interstitial Lung Disease from High Resolution Computed Tomography Images in Systemic Sclerosis: Correlation with Visual Reader-Based Score and Physiologic Tests. BioMed Research International،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1056925

Modern Language Association (MLA)

Salaffi, Fausto…[et al.]. Computer-Aided Quantification of Interstitial Lung Disease from High Resolution Computed Tomography Images in Systemic Sclerosis: Correlation with Visual Reader-Based Score and Physiologic Tests. BioMed Research International No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1056925

American Medical Association (AMA)

Salaffi, Fausto& Carotti, Marina& Bosello, Silvia& Ciapetti, Alessandro& Gutierrez, Marwin& Bichisecchi, Elisabetta…[et al.]. Computer-Aided Quantification of Interstitial Lung Disease from High Resolution Computed Tomography Images in Systemic Sclerosis: Correlation with Visual Reader-Based Score and Physiologic Tests. BioMed Research International. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1056925

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1056925