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Bone suppressed images improve radiologists’ detection performance for pulmonary nodules in chest radiographs
Authors:Steven Schalekamp  Bram van Ginneken  Louis Meiss  Liesbeth Peters-Bax  Lorentz GBA Quekel  Miranda M Snoeren  Audrey M Tiehuis  Rianne Wittenberg  Nico Karssemeijer  Cornelia M Schaefer-Prokop
Institution:1. Radboud University Nijmegen Medical Centre, Geert Grooteplein 10, 6525 GA Nijmegen, The Netherlands;2. Meander Medical Centre, Utrechtseweg 160, 3800 BM Amersfoort, The Netherlands
Abstract:

Objectives

To assess the effect of bone suppression imaging on observer performance in detecting lung nodules in chest radiographs.

Materials and methods

Posteroanterior (PA) and lateral digital chest radiographs of 111 (average age 65) patients with a CT proven solitary nodule (median diameter 15 mm), and 189 (average age 63) controls were read by 5 radiologists and 3 residents. Conspicuity of nodules on the radiographs was classified in obvious (n = 32), moderate (n = 32), subtle (n = 29) and very subtle (n = 18). Observers read the PA and lateral chest radiographs without and with an additional PA bone suppressed image (BSI) (ClearRead Bone Suppression 2.4, Riverain Technologies, Ohio) within one reading session. Multi reader multi case (MRMC) receiver operating characteristics (ROC) were used for statistical analysis.

Results

ROC analysis showed improved detection with use of BSI compared to chest radiographs alone (AUC = 0.883 versus 0.855; p = 0.004). Performance also increased at high specificities exceeding 80% (pAUC = 0.136 versus 0.124; p = 0.0007). Operating at a specificity of 90%, sensitivity increased with BSI from 66% to 71% (p = 0.0004). Increase of detection performance was highest for nodules with moderate and subtle conspicuity (p = 0.02; p = 0.03).

Conclusion

Bone suppressed images improve radiologists’ detection performance for pulmonary nodules, especially for those of moderate and subtle conspicuity.
Keywords:Lung/radiography  Diagnosis  computer-assisted  Radiography  thoracic/methods  Solitary pulmonary nodule/diagnosis  Solitary pulmonary nodule/radiography  Area under curve
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