AI Article Synopsis

  • * The iterative cone-beam computed tomography (iCBCT) algorithm enhances image quality through scatter correction and statistical reconstruction, aiming to lower patient doses without compromising image quality.
  • * Results indicated that iCBCT can reduce patient doses by about two-thirds while achieving better low-contrast detectability and improved soft tissue registration accuracy compared to traditional FDK-CBCT methods.

Article Abstract

Several studies have reported the relation between the imaging dose and secondary cancer risk and have emphasized the need to minimize the additional imaging dose as low as reasonably achievable. The iterative cone-beam computed tomography (iCBCT) algorithm can improve the image quality by utilizing scatter correction and statistical reconstruction. We investigate the use of a novel iCBCT reconstruction algorithm to reduce the patient dose while maintaining low-contrast detectability and registration accuracy. Catphan and anthropomorphic phantoms were analyzed. All CBCT images were acquired with varying dose levels and reconstructed with a Feldkamp-Davis-Kress algorithm-based CBCT (FDK-CBCT) and iCBCT. The low-contrast detectability was subjectively assessed using a 9-point scale by 4 reviewers and objectively assessed using structure similarity index (SSIM). The soft tissue-based registration error was analyzed for each dose level and reconstruction technique. The results of subjective low-contrast detectability found that the iCBCT acquired at two-thirds of a dose was superior to the FDK-CBCT acquired at a full dose (6.4 vs 5.4). Relative to FDK-CBCT acquired at full dose, SSIM was higher for iCBCT acquired at one-sixth dose in head and head and neck region while equivalent with iCBCT acquired at two-thirds dose in pelvis region. The soft tissue-based registration was 2.2 and 0.6 mm for FDK-CBCT and iCBCT, respectively. Use of iCBCT reconstruction algorithm can generally reduce the patient dose by approximately two-thirds compared to conventional reconstruction methods while maintaining low-contrast detectability and accuracy of registration.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8733359PMC
http://dx.doi.org/10.1177/15330338211067312DOI Listing

Publication Analysis

Top Keywords

low-contrast detectability
20
dose
12
reconstruction algorithm
12
icbct acquired
12
imaging dose
8
icbct
8
icbct reconstruction
8
reduce patient
8
patient dose
8
maintaining low-contrast
8

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!