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PROCEEDINGS VOLUME 11072 • new

15th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine
Editor(s): Samuel Matej; Scott D. Metzler
For the purchase of this volume in printed format, please visit Proceedings.com

Volume Details

Volume Number: 11072
Estimated Publication Date: 2 June 2019

Table of Contents
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Front Matter: Volume 11072
Author(s): Proceedings of SPIE
A hierarchical approach to deep learning and its application to tomographic reconstruction
Author(s): Lin Fu; Bruno De Man
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Quality-guided deep reinforcement learning for parameter tuning in iterative CT reconstruction
Author(s): Chenyang Shen; Min-Yu Tsai; Yesenia Gonzalez; Liyuan Chen; Steve B. Jiang; Xun Jia
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A machine learning approach to construct a tissue-specific texture prior from previous full-dose CT for Bayesian reconstruction of current ultralow-dose CT images
Author(s): Yongfeng Gao; Jiaxing Tan; Yongyi Shi; Siming Lu; Zhengrong Liang
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Low-dose CT reconstruction assisted by a global CT image manifold prior
Author(s): Chenyang Shen; Guoyang Ma; Xun Jia
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Learned primal-dual reconstruction for dual energy computed tomography with reduced dose
Author(s): Dufan Wu; Kyungsang Kim; Mannudeep K. Kalra; Bruno De Man; Quanzheng Li
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Statistical iterative reconstruction for spectral phase contrast CT
Author(s): Korbinian Mechlem; Thorsten Sellerer; Julia Herzen; Franz Pfeiffer
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Application of Proximal Alternating Linearized Minimization (PALM) and inertial PALM to dynamic 3D CT
Author(s): Nargiza Djurabekova; Andrew Goldberg; Andreas Hauptmann; David Hawkes; Guy Long; Felix Lucka; Marta Betcke
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Convergence criterion for MBIR based on the local noise-power spectrum: Theory and implementation in a framework for accelerated 3D image reconstruction with a morphological pyramid
Author(s): A. Sisniega; J. W. Stayman; S. Capostagno; C. R. Weiss; T. Ehtiati; J. H. Siewerdsen
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Contrast-medium anisotropy-aware tensor total variation model for robust cerebral perfusion CT reconstruction with weak radiation: a preliminary study
Author(s): Yuanke Zhang; Dong Zeng; Sui Li; Yuting Liao; Zhaoying Bian; Yongbo Wang; Ji He; Xiao Jia; Yuxiang Xing; Deyu Meng; Hongbing Lu; Jianhua Ma
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Clinical study of soft-tissue contrast resolution in cone-beam CT of the head using multi-resolution PWLS with multi-motion correction and an electronic noise model
Author(s): P. Wu; A. Sisniega; J. W. Stayman; W. Zbijewski; D. Foos; X. Wang; N. Aygun; R. Stevens; J. H. Siewerdsen
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Adaptive smoothing algorithms for MBIR in CT applications
Author(s): Jingyan Xu; Frederic Noo
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Motion gradients for epipolar consistency
Author(s): Alexander Preuhs; Michael Manhart; Elisabeth Hoppe; Markus Kowarschik; Andreas Maier
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A motion estimation and compensation algorithm for 4D CBCT of the abdomen
Author(s): Seongjin Yoon; Alexander Katsevich; Michael Frenkel; Peter Munro; Pascal Paysan; Dieter Seghers; Adam Strzelecki
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A preliminary study on explicit compensation for the non-linear-partial-volume effect in CT
Author(s): Xin Liu; Buxin Chen; Zheng Zhang; Dan Xia; Emil Y. Sidky; Xiaochuan Pan
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Reduction of irregular view-sampling artifacts in a stationary gantry CT scanner
Author(s): Alexander Katsevich; Seongjin Yoon; Michael Frenkel; Ed Morton; William Thompson
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Reduction of metal artefacts in CBCT caused by needles crossing the FOV border
Author(s): Dirk Schäfer; Christian Haase; William van der Sterren; Michael Grass
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Simultaneous micro-PET imaging of F-18 and I-124 with correction for triple-random coincidences
Author(s): Stephen C. Moore; Srilalan Krishnamoorthy; Eric Blankemeyer; Sean D. Carlin; Joel S. Karp; Scott D. Metzler
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Application of the pseudoinverse for real-time 3D PET image reconstruction
Author(s): Alejandro López-Montes; Pablo Galve; Jose Manuel Udias; Joaquin L. Herraiz
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Non-TOF fourier-based analytic reconstruction from TOF histo-projections for high resolution TOF scanners
Author(s): Vladimir Y. Panin; Samuel Matej
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Preliminary investigation of optimization-based image reconstruction for TOF PET with sparse configurations
Author(s): Zheng Zhang; Buxin Chen; Amy E. Perkins; Chien-Min Kao; Emil Y. Sidky; Ravindra M. Manjeshwar; Xiaochuan Pan
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Rapid construction of system response matrix based on geometric symmetries for the quad-head PET system
Author(s): Jian Cheng; Fanzhen Meng; Yu Shi; Ye Mao; Chenfeng Li; Jimin Liang; Shouping Zhu
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Extension of emission EM look-alike algorithms to Bayesian algorithms
Author(s): Larry Zeng
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MAPEM-Net: an unrolled neural network for Fully 3D PET image reconstruction
Author(s): Kuang Gong; Dufan Wu; Kyungsang Kim; Jaewon Yang; Tao Sun; Georges El Fakhri; Youngho Seo; Quanzheng Li
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Generative adversarial networks based regularized image reconstruction for PET
Author(s): Zhaoheng Xie; Reheman Baikejiang; Kuang Gong; Xuezhu Zhang; Jinyi Qi
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Motion correction of respiratory-gated PET image using deep learning based image registration framework
Author(s): Tiantian Li; Mengxi Zhang; Wenyuan Qi; Evren Asma; Jinyi Qi
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Direct patlak reconstruction from dynamic PET using unsupervised deep learning
Author(s): Kuang Gong; Ciprian Catana; Jinyi Qi; Quanzheng Li
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On the impact of input feature selection in deep scatter estimation for positron emission tomography
Author(s): Yannick Berker; Marc Kachelrieß
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Theoretically-exact filtered-backprojection reconstruction from real data on the line-ellipse-line trajectory
Author(s): Zijia Guo; Günter Lauritsch; Andreas Maier; Frédéric Noo
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Optimization of cone-beam CT scan orbits for cervical spine imaging
Author(s): Chumin Zhao; Magdalena Herbst; Sebastian Vogt; Ludwig Ritschl; Steffen Kappler; Jeffrey H. Siewerdsen; Wojciech Zbijewski
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Low frequency recovery in 16cm coverage axial multi-detector computed tomography
Author(s): Stanislav Žabić; Zhicong Yu; Wenjing Cao; Lu Wang
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Performance analysis for nonlinear tomographic data processing
Author(s): Grace J. Gang; Xueqi Guo; J. Webster Stayman IV
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Simulating lower-dose scans from an available CT scan
Author(s): Masoud Elhamiasl; Johan Nuyts
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Optimized conversion from CT numbers to proton relative stopping power based on proton radiography and scatter corrected cone-beam CT images
Author(s): Nils Krah; Simon Rit
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Local response prediction in model-based CT material decomposition
Author(s): Wenying Wang; Steven Tilley II; Matthew Tivnan; J. Webster Stayman
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Image-domain multi-material decomposition using a union of cross-material models
Author(s): Zhipeng Li; Saiprasad Ravishankar; Yong Long
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Optimized spatial-spectral CT for multi-material decomposition
Author(s): Matthew Tivnan; Wenying Wang; Steven Tilley II; Jeffrey H. Siewerdsen; J. Webster Stayman
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Photon-counting Spectral CT with De-noised Principal Component Analysis (PCA)
Author(s): Huiqiao Xie; Yufei Liu; Thomas Thuering; Wenting Long; Xiangyang Tang
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Known-component model-based material decomposition for dual energy imaging of bone compositions in the presence of metal implant
Author(s): S. Z. Liu; S. Tilley II; Q. Cao; J. H. Siewerdsen; J. W. Stayman; W. Zbijewski
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Investigation of a Monte Carlo simulation and an analytic-based approach for modeling the system response for clinical I-123 brain SPECT imaging
Author(s): Benjamin Auer; Navid Zeraatkar ; Jan De Beenhouwer; Kesava Kalluri; Philip H. Kuo; Lars R. Furenlid; Michael A. King
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Preliminary investigation of AdaptiSPECT-C designs with square or square and hexagonal detectors employing direct and oblique apertures
Author(s): Kesava S. Kalluri; Navid Zeraatkar; Benjamin Auer; Philip H. Kuo M.D.; Lars R. Furenlid; Michael A. King
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GPU-accelerated generic analytic simulation and image reconstruction platform for multi-pinhole SPECT systems
Author(s): Navid Zeraatkar; Benjamin Auer; Kesava Kalluri; Lars R. Furenlid; Philip H. Kuo; Michael A. King
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Exact inversion of an integral transform arising in passive detection of gamma-ray sources with a Compton camera
Author(s): Fatma Terzioglu
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Task-driven acquisition in anisotropic x-ray dark-field tomography
Author(s): Theodor Cheslerean Boghiu; Franz Pfeiffer; Tobias Lasser
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A step toward a clinically viable ABI phase-contrast imaging: double emission line artifacts correction
Author(s): Oriol Caudevilla; Wei Zhou; Jovan G. Brankov
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Registration methods to enable augmented reality-assisted 3D image-guided interventions
Author(s): Brian J. Park M.D.; Stephen Hunt M.D.; Gregory Nadolski M.D.; Terence Gade M.D.
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Feature aware deep learning CT image reconstruction
Author(s): Masakazu Matsuura; Jian Zhou; Naruomi Akino; Zhou Yu
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Low-dose CT image denoising without high-dose reference images
Author(s): Nimu Yuan; Jian Zhou; Jinyi Qi
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Deep learning based adaptive filtering for projection data noise reduction in x-ray computed tomography
Author(s): Tzu-Cheng Lee; Jian Zhou; Zhou Yu
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Population and individual information guided PET image denoising using deep neural network
Author(s): Jianan Cui; Kuang Gong; Ning Guo; Chenxi Wu; Kyungsang Kim; Huafeng Liu; Quanzheng Li
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Comparison of deep learning and human observer performance for lesion detection and characterization
Author(s): Ruben De Man; Grace J. Gang; Xin Li; Ge Wang
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A linear estimator for timing calibration in time-of-flight PET
Author(s): Michel Defrise
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Joint reconstruction of activity and attenuation with autonomous scaling for time-of-flight PET
Author(s): Yusheng Li; Samuel Matej; Joel S. Karp
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Dynamic PET imaging with the generalized method of moments
Author(s): Joaquín L. Herraiz; Miguel Angel Morcillo; Jose Manuel Udias
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Multiresolution spatiotemporal mechanical model of the heart as a prior to constrain the solution for 4D models of the heart
Author(s): Grant T. Gullberg; Alexander I. Veress; Uttam M. Shrestha; Jing Liu; Karen Ordovas; W. Paul Segars; Youngho Seo
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Analysis of scatter artifacts in cone-beam CT due to scattered radiation of metallic objects
Author(s): Domenico Iuso M.D.; Robert Frysch M.D.; Tim Pfeiffer; Georg Rose
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CTL: modular open-source C++-library for CT-simulations
Author(s): Tim Pfeiffer; Robert Frysch; Richard N. K. Bismark; Georg Rose
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Photon-counting CBCT iterative reconstruction for adaptive proton therapy
Author(s): Takashi Yamaguchi; Kiyotaka Akabori
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A fast gradient-based algorithm for image reconstruction in inverse geometry CT architecture with sparse distributed sources
Author(s): Frédéric Jolivet; Clarisse Fournier; Andrea Brambilla
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Clipping-induced bias correction for low-dose CT imaging
Author(s): Kevin M. Brown
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Multislice anthropomorphic model observer for detectability evaluation on breast cone beam CT images
Author(s): Minah Han; Jongduk Baek
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Low-dose photon counting CT reconstruction bias reduction with multi-energy alternating minimization algorithm
Author(s): Jingwei Lu; Shuangyue Zhang; David G. Politte; Joseph A. O'Sullivan
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Noise reduction in photon-counting CT using frequency-dependent optimal weighting
Author(s): Mats Persson; Norbert J. Pelc
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Reduction of beam hardening induced metal artifacts using consistency conditions
Author(s): Shiras Abdurahman; Robert Frysch; Georg Rose
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Beam hardening correction using pair-wise fan beam consistency conditions
Author(s): Shiras Abdurahman; Robert Frysch; Steffen Melnik; Georg Rose
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Bone sparsity model for computed tomography image reconstruction
Author(s): Emil Y. Sidky; Holly L. Stewart; Christopher E. Kawcak; C. Wayne McIlwraith; Martine C. Duff; Xiaochuan Pan
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Edge-masked CT image reconstruction from limited data
Author(s): Victor Churchill; Anne Gelb
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Real-time GPU implementation of a weighted filtered back-projection algorithm for stationary gantry CT reconstruction
Author(s): William Thompson; Edward Morton; Alexander Katsevich; Seongjin Yoon; Michael Frenkel
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Toward quantitative short-scan cone beam CT using shift-invariant filtered-backprojection with equal weighting and image domain shading correction
Author(s): Linxi Shi; Lei Zhu; Adam Wang
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Double-helix trajectory for image guided radiation therapy: geometry and image reconstruction
Author(s): Zhicong Yu; Chuanyong Bai; Daniel Gagnon
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Combination of CT motion simulation and deep convolutional neural networks with transfer learning to recover Agatston scores
Author(s): Thomas Wesley Holmes; Kevin Ma; Amir Pourmorteza
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A sinogram inpainting method based on generative adversarial network for limited-angle computed tomography
Author(s): Ziheng Li; Wenkun Zhang; Linyuan Wang; Ailong Cai; Ningning Liang; Bin Yan; Lei Li
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Bone induced artifacts elimination using two-step convolutional neural network
Author(s): Bin Su; Yanyan Liu; Yifeng Jiang; Jianwei Fu; Guotao Quan
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A deep learning approach for dual-energy CT imaging using a single-energy CT data
Author(s): Wei Zhao; Tianling Lv; Peng Gao; Liyue Shen; Xianjin Dai; Kai Cheng; Mengyu Jia; Yang Chen; Lei Xing
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Learned digital subtraction angiography (Deep DSA): method and application to lower extremities
Author(s): Elias Eulig; Joscha Maier; Michael Knaup; Thomas Koenig; Klaus Hörndler; Marc Kachelrieß
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Low-dose cerebral CT perfusion restoration via non-local convolution neural network: initial study
Author(s): Sui Li; Dong Zeng; Zhaoying Bian; Jianhua Ma Sr.
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Direct image reconstruction from raw measurement data using an encoding transform refinement-and-scaling neural network
Author(s): William Whiteley; Jens Gregor
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A hybrid ring artifact reduction algorithm based on CNN in CT images
Author(s): Shaojie Chang; Xi Chen; Jiayu Duan; Xuanqin Mou
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GCC-based extrapolation of truncated CBCT data with dimensionality-reduced extrapolation models
Author(s): Daniel Punzet; Robert Frysch; Tim Pfeiffer; Oliver Beuing; Georg Rose
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Non-uniformity correction for photon-counting detectors using double GANs
Author(s): Wei Fang; Liang Li
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Synthesize monochromatic images in spectral CT by dual-domain deep learning
Author(s): Chuqing Feng; Zhiqiang Chen; Kejun Kang; Yuxiang Xing
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Green’s one-step-late algorithm dose not work for SPECT with attenuation correction
Author(s): Larry Zeng
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Super-iterative image reconstruction in PET
Author(s): Pablo Galve; Jose Manuel Udias; Alejandro Lopez-Montes; Joaquín L. Herraiz
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Reconstruction performance for long axial field-of-view PET scanners with large axial gaps
Author(s): Margaret E. Daube-Witherspoon; Varsha Viswanath; Suleman Surti; Joel S. Karp
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Versatile regularisation toolkit for iterative image reconstruction with proximal splitting algorithms
Author(s): Daniil Kazantsev; Edoardo Pasca; Mark Basham; Martin Turner; Matthias J. Ehrhardt; Kris Thielemans; Benjamin A. Thomas; Evgueni Ovtchinnikov; Philip J. Withers; Alun W. Ashton
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Multi-streaming and multi-GPU optimization for a matched pair of Projector and Backprojector
Author(s): Nicolas Georgin; Camille Chapdelaine; Nicolas Gac; Ali Mohammad-Djafari; Estelle Parra
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Bulk motion detection and correction using list-mode data for cardiac PET imaging
Author(s): Tao Sun; Yoann Petibon; Paul Han; Chao Ma; Sally J. W. Kim; Nathaniel M. Alpert; Georges El Fakhri; Jinsong Ouyang
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Truncation artifacts caused by the patient table in polyenergetic statistical reconstruction on real C-arm CT data
Author(s): Richard N.K. Bismark; Oliver Beuing M.D.; Georg Rose
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K-edge imaging visualization of multi-material decomposition in CT using virtual mono-energetic images
Author(s): Kevin C. Ma; Thomas W. Holmes; Amir Pourmorteza
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Scatter correction using pair-wise fan beam consistency conditions
Author(s): Shiras Abdurahman; Robert Frysch; Georg Rose
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Enhanced spatial resolution in cone beam X-ray luminescence computed tomography using primal-dual Newton conjugate gradient method
Author(s): Peng Gao; Junyan Rong; Tianshuai Liu; Hongbing Lu
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Linear interpolation based structure preserved metal artifact reduction in x-ray computed tomography
Author(s): Huisu Yoon; Kyoung-Yong Lee
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Curvature constraint based image reconstruction for limited-angle computed tomography
Author(s): Xiao Xue; Shusen Zhao; Yunsong Zhao; Peng Zhang
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Fast ordered subsets Chambolle-Pock algorithm for CT reconstruction
Author(s): Xiaojuan Deng; Wenbin Xu; Hongwei Li
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Attenuation correction for x-ray fluorescence computed tomography (XFCT) utilizing transmission CT image
Author(s): Siyuan Zhang; Liang Li; Zhiqiang Chen
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Multi-energy computed tomography reconstruction using an average image induced low-rank tensor decomposition with spatial-spectral total variation regularization
Author(s): Lisha Yao; Dong Zeng; Sui Li; Zhaoying Bian; Jianhua Ma Sr.
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Statistical iterative material image reconstruction with patch based enhanced 3DTV regularization for photon counting CT
Author(s): Danyang Li; Sui Li; Dong Zeng; Zhaoying Bian; Jianhua Ma Sr.
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Reducing high-density object artifacts with iterative image reconstruction in digital tomosynthesis
Author(s): Hyeongseok Kim; Jongha Lee; Seungryong Cho
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Artifacts reduction method in 4DCBCT based on a weighted demons registration framework
Author(s): Shaohua Zhi; Bangliang Jiang; Marc Kachelrieß; Xuanqin Mou
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A field of view based metal artifact reduction method with the presence of data truncation
Author(s): Seungwon Choi; Seunghyuk Moon; Jongduk Baek
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Inverse-geometry CT with linearly distributed source and detector: stationary configuration and direct filtered-backprojection reconstruction
Author(s): Tao Zhang; Yuxiang Xing; Hewei Gao; Zhiqiang Chen; Li Zhang
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Efficient nullspace-constrained modifications of incompletely sampled CT images
Author(s): Robert Frysch; Sebastian Bannasch; Vojtech Kulvait; Georg Rose
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Dynamic angle selection for few-view X-ray inspection of CAD based objects
Author(s): Alice Presenti; Jan Sijbers; Jan De Beenhouwer
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Non-uniformity correction for MARS photon-counting detectors
Author(s): Matthew Getzin; Mengzhou Li; David S. Rundle; Anthony P. Butler; Ge Wang
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Evaluation of image quality of a deep learning image reconstruction algorithm
Author(s): Meghan Yue; Jie Tang; Brian E. Nett; Jiang Hsieh; Roy Nilsen; Jiahua Fan
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A novel transfer learning framework for low-dose CT
Author(s): Hongming Shan; Uwe Kruger; Ge Wang
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Quadratic autoencoder for low-dose CT denoising
Author(s): Fenglei Fan; Hongming Shan; Ge Wang
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Reconstructing interior transmission tomographic images with an offset-detector using a deep-neural-network
Author(s): Hoyeon Lee; Hyeongseok Kim; Seungryong Cho
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Information retrieval in x-ray imaging with grating interferometry using convolution neural network
Author(s): Chengpeng Wu; Yuxiang Xing; Hewei Gao; Li Zhang; Xinbin Li; Shengping Wang; Weijun Peng
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A spatial information incorporation method for irregular sampling CT based on deep learning
Author(s): Zaifeng Shi; Zhongqi Wang; Huilong Li; Jinzhuo Li; Qingjie Cao
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Projection super-resolution based on convolutional neural network for computed tomography
Author(s): Chao Tang; Wenkun Zhang; Ziheng Li; Ailong Cai; Linyuan Wang; Lei Li; Ningning Liang; Bin Yan
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Medical (CT) image generation with style
Author(s): Arjun Krishna; Klaus Mueller
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Awake preclinical brain PET imaging based on point sources
Author(s): Fernando Arias-Valcayo; Joaquín L. Herraiz; P. Galve; J. J. Vaquero; M. Desco; José M. Udías
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EM-ML algorithm based on continuous-to-continuous model for PET
Author(s): Robert Cierniak; Piotr Dobosz; Andrzej Grzybowski
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Parametric image estimation using Residual simplified reference tissue model
Author(s): Kyungsang Kim; Young Don Son; Jong-Hoon Kim; Quanzheng Li
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Virtual clinical trials using 3D PET imaging
Author(s): Paul E. Kinahan; Darrin Byrd; Kristen Wangerin; Mark Muzi; Lanell Peterson; Brenda Kurland; Jennifer Specht; Hannah Linden
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Fiber assignment by continuous tracking for parametric fiber reinforced polymer reconstruction
Author(s): Tim Elberfeld; Jan De Beenhouwer; Jan Sijbers
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elsa - an elegant framework for tomographic reconstruction
Author(s): Tobias Lasser; Maximilian Hornung; David Frank
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Spectral CT reconstruction algorithm based on adaptive tight frame wavelet and total variation
Author(s): Huihua Kong; Lei Lei; Ping Chen
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Study on spectral CT material decomposition via deep learning
Author(s): Xiaochuan Wu; Peng He; Zourong Long; Pengcheng Li; Biao Wei; Peng Feng
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