title: Metal-induced streak artifact reduction using iterative reconstruction algorithms in x-ray computed tomography image of the dentoalveolar region.
abstract: OBJECTIVE
  The objective of this study was to reduce metal-induced streak artifact on oral and maxillofacial x-ray computed tomography (CT) images by developing the fast statistical image reconstruction system using iterative reconstruction algorithms.
  
  
  METHODS
  Adjacent CT images often depict similar anatomical structures in thin slices. So, first, images were reconstructed using the same projection data of an artifact-free image. Second, images were processed by the successive iterative restoration method where projection data were generated from reconstructed image in sequence. Besides the maximum likelihood-expectation maximization algorithm, the ordered subset-expectation maximization algorithm (OS-EM) was examined. Also, small region of interest (ROI) setting and reverse processing were applied for improving performance.
  
  
  RESULTS
  Both algorithms reduced artifacts instead of slightly decreasing gray levels. The OS-EM and small ROI reduced the processing duration without apparent detriments. Sequential and reverse processing did not show apparent effects.
  
  
  CONCLUSIONS
  Two alternatives in iterative reconstruction methods were effective for artifact reduction. The OS-EM algorithm and small ROI setting improved the performance.
authors.affiliation: Department of Computer Science, Faculty of Engineering, Kitami Institute of Technology, Hokkaido, Japan. dongjian2007happy@yahoo.co.jp
authors.forename: Jian
authors.initials: J
authors.lastname: Dong
authors.forename: Yoshihiko
authors.initials: Y
authors.lastname: Hayakawa
authors.forename: Sven
authors.initials: S
authors.lastname: Kannenberg
authors.forename: Cornelia
authors.initials: C
authors.lastname: Kober
mesh_terms: D000465:Algorithms; D016477:Artifacts; D006801:Humans; D008670:Metals; D011857:Radiographic Image Interpretation, Computer-Assisted / Q000379:methods*; D011861:Radiography, Dental / Q000379:methods*; D014057:Tomography, X-Ray Computed
chemical_list: D008670:Metals