title: Effect of noise on the compressibility and diagnostic accuracy for caries detection of digital bitewing radiographs.
abstract: OBJECTIVE
  To determine the effect of noise on the compressibility and the diagnostic accuracy for caries detection of digital bitewing radiographs.
  
  
  METHODS
  Bitewing radiographs of patients were obtained with a storage phosphor (Digora, Soredex, Helsinki, Finland) and compressed at different JPEG compression levels (2, 27, 53 and 128). A just noticeable difference study was performed to select a compression level to study the added noise effect. Gaussian noise was added at low, medium, and high levels to both the original and compressed images. Seven observers examined the selected approximal surfaces to identify the caries depth. ROC analysis was performed together with ANOVA at P = 0.05.
  
  
  RESULTS
  The compressibility of the images decreased as the noise level increased. ROC analysis revealed no significant difference between the original and compressed images within the same noise level (P > 0.06). With added noise compressed/decompressed images had a higher Az than the corresponding original images.
  
  
  CONCLUSIONS
  JPEG compression at level 27 can be used without a significant deterioration in diagnostic accuracy. Compression at this level seemed to reduce the effect of noise to some extent.
authors: Department of Oral Radiology, Academic Centre for Dentistry Amsterdam (ACTA), The Netherlands.
authors: A
authors: A
authors: Janhom
authors: P F
authors: PF
authors: van der Stelt
authors: F C
authors: FC
authors: van Ginkel
authors: W G
authors: WG
authors: Geraets
mesh_terms: D000704:Analysis of Variance; D016477:Artifacts; D003731:Dental Caries / Q000000981:diagnostic imaging*; D006801:Humans; D015588:Observer Variation; D012372:ROC Curve; D011857:Radiographic Image Interpretation, Computer-Assisted; D016300:Radiography, Bitewing / Q000379:methods*; D019252:Radiography, Dental, Digital / Q000379:methods*; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity