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Emil Y. Sidky

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2020 – today

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2024
[j17]
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Rina Foygel Barber, Emil Y. Sidky:
Convergence for nonconvex ADMM, with applications to CT imaging. J. Mach. Learn. Res. 25: 38:1-38:46 (2024)
[j16]
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Buxin Chen, Zheng Zhang, Dan Xia, Emil Y. Sidky, Xiaochuan Pan:
Prototyping optimization-based image reconstructions from limited-angular-range data in dual-energy CT. Medical Image Anal. 91: 103025 (2024)
[j15]
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Buxin Chen, Zheng Zhang, Dan Xia, Emil Y. Sidky, Xiaochuan Pan:
Accurate Reconstruction of Multiple Basis Images Directly From Dual Energy CT Data. IEEE Trans. Biomed. Eng. 71(7): 2058-2069 (2024)
[j14]
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Zhimei Ren, Emil Y. Sidky, Rina Foygel Barber, Chien-Min Kao, Xiaochuan Pan:
Simultaneous Activity and Attenuation Estimation in TOF-PET With TV-Constrained Nonconvex Optimization. IEEE Trans. Medical Imaging 43(6): 2347-2357 (2024)
[i4]
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Megan Lantz, Emil Y. Sidky, Ingrid S. Reiser, Xiaochuan Pan, Gregory Ongie:
Enhancing signal detectability in learning-based CT reconstruction with a model observer inspired loss function. CoRR abs/2402.10010 (2024)
2022
[c15]
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Gregory Ongie, Emil Y. Sidky, Ingrid S. Reiser, Xiaochuan Pan:
Optimizing model observer performance in learning-based CT reconstruction. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2022
2021
[j13]
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Buxin Chen, Zheng Zhang, Dan Xia, Emil Y. Sidky, Xiaochuan Pan:
Non-convex primal-dual algorithm for image reconstruction in spectral CT. Comput. Medical Imaging Graph. 87: 101821 (2021)
[j12]
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Zheng Zhang, Buxin Chen, Dan Xia, Emil Y. Sidky, Xiaochuan Pan:
Directional-TV algorithm for image reconstruction from limited-angular-range data. Medical Image Anal. 70: 102030 (2021)
[j11]
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Emil Y. Sidky, Iris Lorente, Jovan G. Brankov, Xiaochuan Pan:
Do CNNs Solve the CT Inverse Problem? IEEE Trans. Biomed. Eng. 68(6): 1799-1810 (2021)
[c14]
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John Paul Phillips, Emil Y. Sidky, Greg Ongie, Weimin Zhou, Juan-Pablo Cruz-Bastida, Ingrid S. Reiser, Mark A. Anastasio, Xiaochuan Pan:
A hybrid channelized Hotelling observer for estimating the ideal linear observer for total-variation-based image reconstruction. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2021
2020
[c13]
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Gregory Ongie, Emil Y. Sidky, Ingrid S. Reiser, Xiaochuan Pan:
Supervised learning of model observers for assessment of CT image reconstruction algorithms. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2020: 113160B

2010 – 2019

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2018
[j10]
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Zheng Zhang, Sean D. Rose, Jinghan Ye, Amy E. Perkins, Buxin Chen, Chien-Min Kao, Emil Y. Sidky, Chi-Hua Tung, Xiaochuan Pan:
Optimization-Based Image Reconstruction From Low-Count, List-Mode TOF-PET Data. IEEE Trans. Biomed. Eng. 65(4): 936-946 (2018)
[j9]
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Hari Om Aggrawal, Martin S. Andersen, Sean D. Rose, Emil Y. Sidky:
A Convex Reconstruction Model for X-Ray Tomographic Imaging With Uncertain Flat-Fields. IEEE Trans. Computational Imaging 4(1): 17-31 (2018)
[c12]
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Sean D. Rose, Ingrid S. Reiser, Emil Y. Sidky, Xiaochuan Pan:
Orientation dependent detectability of fiber-like signals in linear iterative image reconstruction for breast tomosynthesis. IWBI 2018: 107180T
[c11]
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Sean D. Rose, Jacob Roth, Cole Zimmerman, Ingrid S. Reiser, Emil Y. Sidky, Xiaochuan Pan:
Parameter selection with the Hotelling observer in linear iterative image reconstruction for breast tomosynthesis. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2018: 105770P
2017
[j8]
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Taly Gilat Schmidt, Rina Foygel Barber, Emil Y. Sidky:
A Spectral CT Method to Directly Estimate Basis Material Maps From Experimental Photon-Counting Data. IEEE Trans. Medical Imaging 36(9): 1808-1819 (2017)
2016
[j7]
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Rina Foygel Barber, Emil Y. Sidky:
MOCCA: Mirrored Convex/Concave Optimization for Nonconvex Composite Functions. J. Mach. Learn. Res. 17: 144:1-144:51 (2016)
2014
[i3]
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Jakob Sauer Jørgensen, Emil Y. Sidky:
How little data is enough? Phase-diagram analysis of sparsity-regularized X-ray CT. CoRR abs/1412.6833 (2014)
2013
[j6]
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Jakob Sauer Jørgensen, Emil Y. Sidky, Xiaochuan Pan:
Quantifying Admissible Undersampling for Sparsity-Exploiting Iterative Image Reconstruction in X-Ray CT. IEEE Trans. Medical Imaging 32(2): 460-473 (2013)
[c10]
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Rick Chartrand, Emil Y. Sidky, Xiaochuan Pan:
Nonconvex compressive sensing for X-ray CT: An algorithm comparison. ACSSC 2013: 665-669
2011
[j5]
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Xiao Han, Junguo Bian, Diane R. Eaker, Timothy Kline, Emil Y. Sidky, Erik L. Ritman, Xiaochuan Pan:
Algorithm-Enabled Low-Dose Micro-CT Imaging. IEEE Trans. Medical Imaging 30(3): 606-620 (2011)
[c9]
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Rick Chartrand, Emil Y. Sidky, Xiaochuan Pan:
Frequency extrapolation by nonconvex compressive sensing. ISBI 2011: 1056-1060
[i2]
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  - journals/corr/abs-1105-4002
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Jakob Heide Jørgensen, Tobias Lindstrøm Jensen, Per Christian Hansen, Søren Holdt Jensen, Emil Y. Sidky, Xiaochuan Pan:
Accelerated gradient methods for total-variation-based CT image reconstruction. CoRR abs/1105.4002 (2011)
[i1]
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  - journals/corr/abs-1111-2616
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Jakob Heide Jørgensen, Emil Y. Sidky, Xiaochuan Pan:
Ensuring convergence in total-variation-based reconstruction for accurate microcalcification imaging in breast X-ray CT. CoRR abs/1111.2616 (2011)

2000 – 2009

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2007
[j4]
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Dan Xia, Lifeng Yu, Emil Y. Sidky, Yu Zou, Nianming Zuo, Xiaochuan Pan:
Noise Properties of Chord-Image Reconstruction. IEEE Trans. Medical Imaging 26(10): 1328-1344 (2007)
2006
[j3]
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Lifeng Yu, Yu Zou, Emil Y. Sidky, Charles A. Pelizzari, Peter Munro, Xiaochuan Pan:
Region of Interest Reconstruction From Truncated Data in Circular Cone-Beam CT. IEEE Trans. Medical Imaging 25(7): 869-881 (2006)
[c8]
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  - conf/mammo/ReiserSNP06
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Ingrid S. Reiser, Emil Y. Sidky, Robert M. Nishikawa, Xiaochuan Pan:
Development of an Analytic Breast Phantom for Quantitative Comparison of Reconstruction Algorithms for Digital Breast Tomosynthesis. Digital Mammography / IWDM 2006: 190-196
2005
[j2]
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Emil Y. Sidky, Xiaochuan Pan:
Recovering a compactly supported function from knowledge of its Hilbert transform on a finite interval. IEEE Signal Process. Lett. 12(2): 97-100 (2005)
[j1]
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Mark A. Anastasio, Jin Zhang, Emil Y. Sidky, Yu Zou, Dan Xia, Xiaochuan Pan:
Feasibility of half-data image reconstruction in 3-D reflectivity tomography with a spherical aperture. IEEE Trans. Medical Imaging 24(9): 1100-1112 (2005)
[c7]
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Emil Y. Sidky, Yu Zou, Dan Xia, Xiaochuan Pan:
A consistency condition for cone-beam CT with general source trajectories. Medical Imaging: Image Processing 2005
[c6]
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Yu Zou, Xiaochuan Pan, Emil Y. Sidky:
Exact image reconstruction from n-PI acquisition data in helical cone-beam CT. Medical Imaging: Image Processing 2005
2004
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Ingrid S. Reiser, Emil Y. Sidky, Maryellen Lissak Giger, Robert M. Nishikawa, Elizabeth A. Rafferty, Daniel B. Kopans, Richard H. Moore, Tao Wu:
A reconstruction-independent method for computerized mass detection in digital tomosynthesis images of the breast. Medical Imaging: Image Processing 2004
2003
[c4]
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Yu Zou, Emil Y. Sidky, Xiaochuan Pan:
Generalized quasi-exact algorithms for image reconstruction in helical cone-beam CT. Medical Imaging: Image Processing 2003
2002
[c3]
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Emil Y. Sidky, Xiaochuan Pan:
Variable sinograms and redundant information in tomographic imaging. ISBI 2002: 669-672
[c2]
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Xiaochuan Pan, Emil Y. Sidky, Yu Zou:
Image reconstruction in SPECT with a half detector. Medical Imaging: Image Processing 2002
[c1]
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Emil Y. Sidky, Chien-Min Kao, Patrick J. La Rivière, Xiaochuan Pan:
Noise properties of the inverse π-scheme exponential radon transform. Medical Imaging: Image Processing 2002

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