title: A spectral interior CT by a framelet-based reconstruction algorithm.
abstract: Reducing radiation dose is an important goal in medical computed tomography (CT), for which interior tomography is an effective approach. There have been interior reconstruction algorithms for monochromatic CT, but in reality, X-ray sources are polychromatic. Using a polychromatic acquisition model and motivated by framelet-based image processing algorithms, in this paper, we propose an interior reconstruction algorithm to obtain an image with spectral information assuming only one scan with a current energy-integrating detector. This algorithm is a new nonlinear iterative method by minimizing a special functional under a polychromatic acquisition model for X-ray CT, where the attenuation coefficients are energy-dependent. Experimental results validate that our algorithm can effectively reduce the beam-hardening artifacts and metal artifacts. It also produces color overlays which are useful in tumor identification and quantification.
authors.affiliation: School of Mathematics, Shandong University, Jinan, Shandong, China.
authors.forename: Yingmei
authors.initials: Y
authors.lastname: Wang
authors.affiliation: Biomedical Imaging Center, Rensselaer Polytechnic Institute, Troy, NY, USA.
authors.forename: Ge
authors.initials: G
authors.lastname: Wang
authors.affiliation: Department of Medical Engineering, Shandong Provincial Chest Hospital, Jinan, Shandong, China.
authors.forename: Shuwei
authors.initials: S
authors.lastname: Mao
authors.affiliation: Biomedical Imaging Center, Rensselaer Polytechnic Institute, Troy, NY, USA.
authors.forename: Wenxiang
authors.initials: W
authors.lastname: Cong
authors.affiliation: School of Mechanical Engineering and Automation, Beijing University of Aeronautics and Astronautics, Beijing, China.
authors.forename: Zhilong
authors.initials: Z
authors.lastname: Ji
authors.affiliation: Department of Mathematics, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong.
authors.forename: Jian-Feng
authors.initials: JF
authors.lastname: Cai
authors.affiliation: Department of Mathematics, The University of Iowa, Iowa City, IA, USA.
authors.forename: Yangbo
authors.initials: Y
authors.lastname: Ye
mesh_terms: D000465:Algorithms; D000818:Animals; D006257:Head / Q000000981:diagnostic imaging; D007091:Image Processing, Computer-Assisted / Q000379:methods*; D019047:Phantoms, Imaging; D012756:Sheep; D014057:Tomography, X-Ray Computed / Q000379:methods*
keywords: Spectral interior CT; beam-hardening artifacts; iterative reconstruction; maximum likelihood; soft thresholding