Acquisition, preprocessing, and reconstruction of ultralow dose volumetric CT scout for organ-based CT scan planning

Zhye Yin, Yangyang Yao, Albert Montillo, Mingye Wu, Peter M. Edic, Mannudeep Kalra, Bruno De Man

Research output: Contribution to journalArticle

7 Citations (Scopus)

Abstract

Purpose: Traditionally, 2D radiographic preparatory scan images (scout scans) are used to plan diagnostic CT scans. However, a 3D CT volume with a full 3D organ segmentation map could provide superior information for customized scan planning and other purposes. A practical challenge is to design the volumetric scout acquisition and processing steps to provide good image quality (at least good enough to enable 3D organ segmentation) while delivering a radiation dose similar to that of the conventional 2D scout. Methods: The authors explored various acquisition methods, scan parameters, postprocessing methods, and reconstruction methods through simulation and cadaver data studies to achieve an ultralow dose 3D scout while simultaneously reducing the noise and maintaining the edge strength around the target organ. Results: In a simulation study, the 3D scout with the proposed acquisition, preprocessing, and reconstruction strategy provided a similar level of organ segmentation capability as a traditional 240 mAs diagnostic scan, based on noise and normalized edge strength metrics. At the same time, the proposed approach delivers only 1.25% of the dose of a traditional scan. In a cadaver study, the authors' pictorial-structures based organ localization algorithm successfully located the major abdominal-thoracic organs from the ultralow dose 3D scout obtained with the proposed strategy. Conclusions: The authors demonstrated that images with a similar degree of segmentation capability (interpretability) as conventional dose CT scans can be achieved with an ultralow dose 3D scout acquisition and suitable postprocessing. Furthermore, the authors applied these techniques to real cadaver CT scans with a CTDI dose level of less than 0.1 mGy and successfully generated a 3D organ localization map.

Original languageEnglish (US)
Pages (from-to)2730-2739
Number of pages10
JournalMedical Physics
Volume42
Issue number5
DOIs
StatePublished - May 1 2015

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Cone-Beam Computed Tomography
Cadaver
Noise
Thorax
Radiation

Keywords

  • 3D volumetric scout
  • organ segmentation and localization
  • scan planning
  • ultralow dose

ASJC Scopus subject areas

  • Biophysics
  • Radiology Nuclear Medicine and imaging

Cite this

Acquisition, preprocessing, and reconstruction of ultralow dose volumetric CT scout for organ-based CT scan planning. / Yin, Zhye; Yao, Yangyang; Montillo, Albert; Wu, Mingye; Edic, Peter M.; Kalra, Mannudeep; De Man, Bruno.

In: Medical Physics, Vol. 42, No. 5, 01.05.2015, p. 2730-2739.

Research output: Contribution to journalArticle

Yin, Zhye ; Yao, Yangyang ; Montillo, Albert ; Wu, Mingye ; Edic, Peter M. ; Kalra, Mannudeep ; De Man, Bruno. / Acquisition, preprocessing, and reconstruction of ultralow dose volumetric CT scout for organ-based CT scan planning. In: Medical Physics. 2015 ; Vol. 42, No. 5. pp. 2730-2739.
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