Joint estimation of the activity and the events of interaction in SPECT systems

S. Pedemonte; S. Arridge; B. F. Hutton; S. Ourselin

doi:10.1109/NSSMIC.2012.6551774

Joint estimation of the activity and the events of interaction in SPECT systems

S. Pedemonte, S. Arridge, B. F. Hutton, S. Ourselin

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

Abstract

We describe a unified probabilistic graphical model for joint reconstruction of the activity and of the coordinates of the events of interaction in Emission Imaging. This new formulation is a discrete-discrete alternative to the discrete-continuous List Mode Likelihood model described by Barrett et al. The discrete-discrete formulation allows us to account for non-homogeneous resolution of the gamma-camera while adopting computationally efficient shift-invariant projection and back-projection algorithms. We describe an application of the model for the compensation of disrupted photo-detectors is SPECT.

Original language	English
Title of host publication	2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2012
Pages	3397-3400
Number of pages	4
DOIs	https://doi.org/10.1109/NSSMIC.2012.6551774
Publication status	Published - 2012
Event	2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2012 - Anaheim, CA, United States Duration: 29 Oct 2012 → 3 Nov 2012

Other

Other	2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2012
Country/Territory	United States
City	Anaheim, CA
Period	29/10/12 → 3/11/12

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10.1109/NSSMIC.2012.6551774

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title = "Joint estimation of the activity and the events of interaction in SPECT systems",

abstract = "We describe a unified probabilistic graphical model for joint reconstruction of the activity and of the coordinates of the events of interaction in Emission Imaging. This new formulation is a discrete-discrete alternative to the discrete-continuous List Mode Likelihood model described by Barrett et al. The discrete-discrete formulation allows us to account for non-homogeneous resolution of the gamma-camera while adopting computationally efficient shift-invariant projection and back-projection algorithms. We describe an application of the model for the compensation of disrupted photo-detectors is SPECT.",

author = "S. Pedemonte and S. Arridge and Hutton, {B. F.} and S. Ourselin",

year = "2012",

doi = "10.1109/NSSMIC.2012.6551774",

language = "English",

isbn = "9781467320306",

pages = "3397--3400",

booktitle = "2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2012",

note = "2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2012 ; Conference date: 29-10-2012 Through 03-11-2012",

}

Pedemonte, S, Arridge, S, Hutton, BF & Ourselin, S 2012, Joint estimation of the activity and the events of interaction in SPECT systems. in 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2012., 6551774, pp. 3397-3400, 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2012, Anaheim, CA, United States, 29/10/12. https://doi.org/10.1109/NSSMIC.2012.6551774

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AU - Pedemonte, S.

AU - Arridge, S.

AU - Hutton, B. F.

AU - Ourselin, S.

PY - 2012

Y1 - 2012

N2 - We describe a unified probabilistic graphical model for joint reconstruction of the activity and of the coordinates of the events of interaction in Emission Imaging. This new formulation is a discrete-discrete alternative to the discrete-continuous List Mode Likelihood model described by Barrett et al. The discrete-discrete formulation allows us to account for non-homogeneous resolution of the gamma-camera while adopting computationally efficient shift-invariant projection and back-projection algorithms. We describe an application of the model for the compensation of disrupted photo-detectors is SPECT.

AB - We describe a unified probabilistic graphical model for joint reconstruction of the activity and of the coordinates of the events of interaction in Emission Imaging. This new formulation is a discrete-discrete alternative to the discrete-continuous List Mode Likelihood model described by Barrett et al. The discrete-discrete formulation allows us to account for non-homogeneous resolution of the gamma-camera while adopting computationally efficient shift-invariant projection and back-projection algorithms. We describe an application of the model for the compensation of disrupted photo-detectors is SPECT.

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U2 - 10.1109/NSSMIC.2012.6551774

DO - 10.1109/NSSMIC.2012.6551774

M3 - Conference proceeding contribution

AN - SCOPUS:84881591738

SN - 9781467320306

SP - 3397

EP - 3400

BT - 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2012

T2 - 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2012

Y2 - 29 October 2012 through 3 November 2012

ER -

Joint estimation of the activity and the events of interaction in SPECT systems

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