### Abstract

List-mode image reconstruction is attracting renewed interests in emission tomography as the number of possible lines of response (LORs) in modern scanners becomes more than the number of detected events in one data set. The advantage of list-mode processing is that it eliminates the storage of empty sinogram bins. However, a single back projection of all LORs is still necessary for calculating the sensitivity image. Since the detection sensitivity is dependent on the object attenuation and detector efficiency, the sensitivity image must be computed for each study. Exact computation of the sensitivity image can be a daunting task for modern scanners with a huge number of LORs. Thus, some fast approximate calculation is desirable. Here we use theoretical results that we have derived to analyze a Monte Carlo based backprojection approach for calculating the sensitivity image. We derive expressions for the total number of LORs required in the backprojection and the sampling distribution. Computer simulations show that the new sampling schemes can reduce reconstruction artifact compared to the uniform sampling approach with the same computation cost.

Original language | English (US) |
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Title of host publication | IEEE Nuclear Science Symposium Conference Record |

Pages | 1924-1928 |

Number of pages | 5 |

Volume | 4 |

DOIs | |

State | Published - 2005 |

Event | Nuclear Science Symposium Conference Record, 2005 IEEE - , Puerto Rico Duration: Oct 23 2005 → Oct 29 2005 |

### Other

Other | Nuclear Science Symposium Conference Record, 2005 IEEE |
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Country | Puerto Rico |

Period | 10/23/05 → 10/29/05 |

### Fingerprint

### ASJC Scopus subject areas

- Computer Vision and Pattern Recognition
- Industrial and Manufacturing Engineering

### Cite this

*IEEE Nuclear Science Symposium Conference Record*(Vol. 4, pp. 1924-1928). [1596708] https://doi.org/10.1109/NSSMIC.2005.1596708

**Calculation of the sensitivity image in list-mode reconstruction.** / Qi, Jinyi.

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

*IEEE Nuclear Science Symposium Conference Record.*vol. 4, 1596708, pp. 1924-1928, Nuclear Science Symposium Conference Record, 2005 IEEE, Puerto Rico, 10/23/05. https://doi.org/10.1109/NSSMIC.2005.1596708

}

TY - GEN

T1 - Calculation of the sensitivity image in list-mode reconstruction

AU - Qi, Jinyi

PY - 2005

Y1 - 2005

N2 - List-mode image reconstruction is attracting renewed interests in emission tomography as the number of possible lines of response (LORs) in modern scanners becomes more than the number of detected events in one data set. The advantage of list-mode processing is that it eliminates the storage of empty sinogram bins. However, a single back projection of all LORs is still necessary for calculating the sensitivity image. Since the detection sensitivity is dependent on the object attenuation and detector efficiency, the sensitivity image must be computed for each study. Exact computation of the sensitivity image can be a daunting task for modern scanners with a huge number of LORs. Thus, some fast approximate calculation is desirable. Here we use theoretical results that we have derived to analyze a Monte Carlo based backprojection approach for calculating the sensitivity image. We derive expressions for the total number of LORs required in the backprojection and the sampling distribution. Computer simulations show that the new sampling schemes can reduce reconstruction artifact compared to the uniform sampling approach with the same computation cost.

AB - List-mode image reconstruction is attracting renewed interests in emission tomography as the number of possible lines of response (LORs) in modern scanners becomes more than the number of detected events in one data set. The advantage of list-mode processing is that it eliminates the storage of empty sinogram bins. However, a single back projection of all LORs is still necessary for calculating the sensitivity image. Since the detection sensitivity is dependent on the object attenuation and detector efficiency, the sensitivity image must be computed for each study. Exact computation of the sensitivity image can be a daunting task for modern scanners with a huge number of LORs. Thus, some fast approximate calculation is desirable. Here we use theoretical results that we have derived to analyze a Monte Carlo based backprojection approach for calculating the sensitivity image. We derive expressions for the total number of LORs required in the backprojection and the sampling distribution. Computer simulations show that the new sampling schemes can reduce reconstruction artifact compared to the uniform sampling approach with the same computation cost.

UR - http://www.scopus.com/inward/record.url?scp=33846562628&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=33846562628&partnerID=8YFLogxK

U2 - 10.1109/NSSMIC.2005.1596708

DO - 10.1109/NSSMIC.2005.1596708

M3 - Conference contribution

AN - SCOPUS:33846562628

SN - 0780392213

SN - 9780780392212

VL - 4

SP - 1924

EP - 1928

BT - IEEE Nuclear Science Symposium Conference Record

ER -