Regularization design in penalized maximum-likelihood image reconstruction for lesion detection in 3D PET

Physics in Medicine and Biology ◽

10.1088/0031-9155/59/2/403 ◽

2013 ◽

Vol 59 (2) ◽

pp. 403-419 ◽

Author(s):

Li Yang ◽

Jian Zhou ◽

Andrea Ferrero ◽

Ramsey D Badawi ◽

Jinyi Qi

Keyword(s):

Maximum Likelihood ◽

Image Reconstruction ◽

Lesion Detection ◽

Penalized Maximum Likelihood ◽

Likelihood Image ◽

Maximum Likelihood Image ◽

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Regularization design for breast lesion detection in penalized maximum likelihood image reconstruction

2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi.2012.6235626 ◽

2012 ◽

Author(s):

Li Yang ◽

Jian Zhou ◽

Jinyi Qi

Keyword(s):

Maximum Likelihood ◽

Image Reconstruction ◽

Breast Lesion ◽

Lesion Detection ◽

Penalized Maximum Likelihood ◽

Likelihood Image ◽

Maximum Likelihood Image

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Evaluation of penalty design in penalized maximum-likelihood image reconstruction for lesion detection

10.1117/12.2042918 ◽

2014 ◽

Author(s):

Li Yang ◽

Andrea Ferrero ◽

Rosalie J. Hagge ◽

Ramsey D. Badawi ◽

Jinyi Qi

Keyword(s):

Maximum Likelihood ◽

Image Reconstruction ◽

Lesion Detection ◽

Penalized Maximum Likelihood ◽

Likelihood Image ◽

Maximum Likelihood Image

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Evaluation of penalty design in penalized maximum-likelihood image reconstruction for lesion detection

Journal of Medical Imaging ◽

10.1117/1.jmi.1.3.035501 ◽

2014 ◽

Vol 1 (3) ◽

pp. 035501 ◽

Author(s):

Li Yang ◽

Andrea Ferrero ◽

Rosalie J. Hagge ◽

Ramsey D. Badawi ◽

Jinyi Qi

Keyword(s):

Maximum Likelihood ◽

Image Reconstruction ◽

Lesion Detection ◽

Penalized Maximum Likelihood ◽

Likelihood Image ◽

Maximum Likelihood Image

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Penalized maximum-likelihood image reconstruction for lesion detection

Physics in Medicine and Biology ◽

10.1088/0031-9155/51/16/009 ◽

2006 ◽

Vol 51 (16) ◽

pp. 4017-4029 ◽

Author(s):

Jinyi Qi ◽

Ronald H Huesman

Keyword(s):

Maximum Likelihood ◽

Image Reconstruction ◽

Lesion Detection ◽

Penalized Maximum Likelihood ◽

Likelihood Image ◽

Maximum Likelihood Image

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Penalized maximum likelihood image reconstruction with min-max incorporation of noisy side information

Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181) ◽

10.1109/icassp.1998.678123 ◽

2002 ◽

Author(s):

R. Pramuthu ◽

A.O. Hero

Keyword(s):

Maximum Likelihood ◽

Image Reconstruction ◽

Side Information ◽

Penalized Maximum Likelihood ◽

Likelihood Image ◽

Maximum Likelihood Image

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Penalized maximum-likelihood image reconstruction using space-alternating . generalized EM algorithms

5th IEEE EMBS International Summer School on Biomedical Imaging, 2002. ◽

10.1109/ssbi.2002.1233983 ◽

2005 ◽

Author(s):

J.A. Fessler ◽

A.O. Hero

Keyword(s):

Maximum Likelihood ◽

Image Reconstruction ◽

Em Algorithms ◽

Penalized Maximum Likelihood ◽

Likelihood Image ◽

Maximum Likelihood Image

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Implementation Of Non-linear Filters For Iterative Penalized Maximum Likelihood Image Reconstruction

1990 IEEE Nuclear Science Symposium Conference Record ◽

10.1109/nssmic.1990.693595 ◽

2005 ◽

Author(s):

Z. Liang ◽

D. Gilland ◽

R. Jaszczak ◽

R. Coleman

Keyword(s):

Maximum Likelihood ◽

Image Reconstruction ◽

Linear Filters ◽

Penalized Maximum Likelihood ◽

Likelihood Image ◽

Maximum Likelihood Image ◽

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Penalized maximum-likelihood image reconstruction using space-alternating generalized EM algorithms

IEEE Transactions on Image Processing ◽

10.1109/83.465106 ◽

1995 ◽

Vol 4 (10) ◽

pp. 1417-1429 ◽

Author(s):

J.A. Fessler ◽

A.O. Hero

Keyword(s):

Maximum Likelihood ◽

Image Reconstruction ◽

Em Algorithms ◽

Penalized Maximum Likelihood ◽

Likelihood Image ◽

Maximum Likelihood Image

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Non-Uniform Object-Space Pixelation (NUOP) for Penalized Maximum-Likelihood Image Reconstruction for a Single Photon Emission Microscope System

IEEE Transactions on Nuclear Science ◽

10.1109/tns.2009.2024677 ◽

2009 ◽

Vol 56 (5) ◽

pp. 2777-2788 ◽

Author(s):

L. J. Meng ◽

Nan Li

Keyword(s):

Maximum Likelihood ◽

Image Reconstruction ◽

Single Photon ◽

Photon Emission ◽

Single Photon Emission ◽

Penalized Maximum Likelihood ◽

Object Space ◽

Likelihood Image ◽

Maximum Likelihood Image

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Maximum likelihood image reconstruction from Fourier-offset data using the expectation-maximization algorithm

[Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing ◽

10.1109/icassp.1991.150933 ◽

1991 ◽

Author(s):

B.K. Jennison ◽

J.P. Allebach

Keyword(s):

Maximum Likelihood ◽

Image Reconstruction ◽

Expectation Maximization ◽

Expectation Maximization Algorithm ◽

Likelihood Image ◽

Maximum Likelihood Image

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