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Image Reconstruction

  1. Huang HM, Hsiao IT*. Combining Acceleration Techniques for Low-Dose X-Ray Cone Beam Computed Tomography Image Reconstruction.  Biomed Res Int. 2017 Jun.; 2017:6753831.

  2. Huang HM, Hsiao IT*, Accelerating an Ordered-Subset Low-Dose X-Ray Cone Beam Computed Tomography Image Reconstruction with a Power Factor and Total Variation Minimization. PLoS One. 2016 Apr 13. 11(4):e0153421.

  3. PC Huang, HH Hsieh, CH Hsu, IT Hsiao*, An efficient sensitivity calculation of tilted apertures for preclinical multi-pinhole SPECT. Biomedical Engineering: Applications, Basis and Communications. Vol. 27, No. 1 (2015) 1550006.

  4. YJ Tsai, HM Huang, YH Fang, SY Chang, IT Hsiao*,  Acceleration of MAP-EM Algorithm via Over-Relaxation, Computerized Medical Imaging and Graphics. Published on line , doi:10.1016/ j.compmedimag ,Nov 2014.

  5. YJ Tsai, HM Huang, CY Chou, WC Wang, IT Hsiao*,  Effective Anatomical Priors for Emission Tomographic Reconstruction, Journal of Medical and Biological Engineering, 2014.doi:10.5405 /jmbe.1658.

  6. HH Hsieh, IT Hsiao*, ” Image Reconstructions from Limit Views and Angle Coverage Data for a Stationary Multi-Pinhole SPECT System”, Tsinghua Science & Technology. Feb 2010. 15(1):44-49.

  7. IT Hsiao*, HM Huang, “An accelerated ordered subsets reconstruction algorithm using an accelerating power factor for emission tomography”, Physics in Medicine and Biology. Feb 2010. 55(3):599-614.

  8. IT Hsiao*, HM Huang, “A Fast OS-Type Bayesian Reconstruction with an Edge-Preserving Median Prior”, Journal of Instrumentation. Jul 2009. 4 P07012 doi: 10.1088/1748-0221/4/07/P07012.

  9. HM Huang, IT Hsiao*, ML Jan, “Fast Iterative Reconstructions for Animal CT”, Journal of Instrumentation, Jun 2009. 4, P06017 doi: 10.1088/1748-0221/4/06/P06017.

  10. PC Huang, CH Hsu, IT Hsiao, KM Lin, “An accurate and efficient system model of iterative image reconstruction in high-resolution pinhole SPECT for small animal research”, Journal of Instrumentation, Jun 2009.4 P06007 doi: 10.1088/1748-0221/4/06/P06007.

  11. CC Liu, CH Hsu, IT Hsiao, KM Lin, “Effect of geometric models on convergence rate in iterative PET image reconstructions”, Journal of Instrumentation, May 2009.4 P05010 doi: 10.1088/1748-0221/4/05/P05010.

  12. S Kulkarni, P Khurd, IT Hsiao, L Zhou and G Gindi, “A Channelized Hotelling observer study of lesion detection in SPECT MAP reconstruction using anatomical priors”, Phys. Med. Biol. Jun 2007. 52(12):3601-3617.

  13. IT Hsiao*, A. Rangarajan, P. Khurd, G. Gindi, “An overview of fast convergent ordered-subsets reconstruction methods for emission tomography based on the incremental EM algorithm”, Nuclear Instruments and Methods in Physics Research Section A, Dec 2006. 569:429-433.

  14. HS Chueh, JC Chen, IT Hsiao, YR Shieh, “Three Dimensional Cone-beam Reconstruction of Micro Computed Tomography in the Breast Specimen” Journal of Medical and Biological Engineering. Jun 2004. 24(2): 79-84.

  15. P Khurd , IT Hsiao, A Rangarajan, and G Gindi, “A Globally Convergent Regularized Ordered-Subset EMAlgorithm for List-Mode Reconstruction”, IEEE Tran. Nuclear Science. Jun 2004. 51:719-725.

  16. IT Hsiao*, A Rangarajan, P Khurd, G Gindi, “An Accelerated Convergent Ordered Subsets Algorithm for Emission Tomography”, Physics in Medicine and Biology. Jun 2004. 49:2145-2156.

  17. MY Chang, CH Hsu, IT Hsiao, and PF Kao, “A Statistical Reconstruction Method for Post-Injection PET Transmission Imaging”, Annals of Nuclear Medicine and Sciences. Mar 2004. 17(1):21-28.

  18. IT Hsiao*, YW Chang, WC Huang and KJ Lin, “Fast Statistical Image Reconstruction for Emission Tomography: Application to SPECT”, Journal of Medical and Biological Engineering. Jun 2004. 24(2):93-98.

  19. Y Xing, IT Hsiao, and G Gindi, “Rapid Calculation of Detectability in Bayesian 2D SPECT”, Physics in Medicine and Biology. Nov 2003. 48:3755-3773.

  20. IT Hsiao, A Rangarajan, and G Gindi, “A New Convex Edge-Preserving Median Prior with Applications to Tomography”, IEEE Trans. Medical Imaging. May 2003.22(5):580-585.

  21. IT Hsiao, A Rangarajan, and G Gindi, “Bayesian Image Reconstruction for Transmission Tomography Using Mixture Model Priors and Deterministic Annealing Algorithms”, Journal of Electronic Imaging. Jan 2003. 12:7-16.

  22. IT Hsiao, A Rangarajan, and G Gindi, “Joint-MAP Bayesian Tomographic Reconstruction With a Gamma-Mixture Prior ”, IEEE Trans. Image Processing. Dec 2002. 11(12):1466-1477.

  23. H Lu, X Li, IT Hsiao, and Z Liang, “The Treatment of Noise in Low-dose CT Projections by K-L Domain Penalized Weighted Least-square Smoothing”, Chinese J. of Stereology and Medical Imaging Analysis. May 2002. 8(3).

  24. IT Hsiao, and G Gindi, “Noise Propagation from Attenuation-Correction into PET Reconstructions”, IEEE Trans. Nuclear Science. Feb 2002. 49(1):90-97.

  25. A Rangarajan, IT Hsiao, and G Gindi, “A Bayesian Joint Mixture Framework for the Integration of Anatomical Information in Functional Image Reconstruction”, Journal of Mathematical Imaging and Vision. Jun 2000. 12(3):199-217.

  26. SL Faris, DW Wilson, HH Barrett, D Dougherty, G.R Gindi, IT Hsiao “Using a computer model to build the best possible imaging system”, J.M. Boone, J.T. Dobbins, eds. Proce SPIE Medical Imaging-Physics of Medical Imaging. 1999. 3659:98-106.

  27. D Dougherty, IT Hsiao, W Wang, and G Gindi: “Computerized Biological Brain phantom for Evaluation of PET and SPECT Reconstruction”, IEEE Trans. on Nuclear Science . Jun 1998. 45(3):1238-1243. (SCI)

  28. IT Hsiao, A Rangarajan, and G Gindi: “Joint MAP Reconstruction/Segmentation for Transmission Tomography Using Mixture Models as Priors”, Proc. IEEE Nuclear Science Symposium and Medical Imaging Conference. 1998. 3:1689-1693.

  29. A Rangarajan, IT Hsiao, and G Gindi: “Integrating Anatomical Priors in ECT Reconstruction via Joint Mixture and Mutual Information”, Proc. IEEE Nuclear Science Symposium and Medical Imaging Conference. 1998. 2:1584-1588.

  30. SJ Lee, IT Hsiao, and G Gindi: “The Thin Plate as a Regularizer in Bayesian SPECT Reconstruction”, IEEE Trans. on Nuclear Science. Jun 1997. 44(3):1381-1387.

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