Abstract
We examine the spatial resolution and variance properties of PET images reconstructed using maximum a posteriori (MAP) or penalized-likelihood methods. Resolution is characterized by the contrast recovery coefficient (CRC) of the local impulse response. Simplified approximate expressions are derived for the local impulse response CRCs and variances for each voxel. Using these results we propose a practical scheme for selecting spatially variant smoothing parameters to optimize lesion detectability through maximization of the local CRC-to-noise ratio in the reconstructed image.
| Original language | English (US) |
|---|---|
| Title of host publication | IEEE Nuclear Science Symposium and Medical Imaging Conference |
| Place of Publication | Piscataway, NJ, United States |
| Publisher | IEEE |
| Pages | 2078-2085 |
| Number of pages | 8 |
| Volume | 3 |
| ISBN (Print) | 0780350227 |
| State | Published - 1999 |
| Externally published | Yes |
| Event | Proceedings of the 1998 IEEE Nuclear Science Symposium Conference Record - Toronto, Que, Can Duration: Nov 8 1998 → Nov 14 1998 |
Other
| Other | Proceedings of the 1998 IEEE Nuclear Science Symposium Conference Record |
|---|---|
| City | Toronto, Que, Can |
| Period | 11/8/98 → 11/14/98 |
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ASJC Scopus subject areas
- Computer Vision and Pattern Recognition
- Industrial and Manufacturing Engineering
Cite this
Theoretical study of the contrast recovery and variance of MAP reconstructiions with applications to the selection of smoothing parameters. / Qi, Jinyi; Leahy, Richard M.
IEEE Nuclear Science Symposium and Medical Imaging Conference. Vol. 3 Piscataway, NJ, United States : IEEE, 1999. p. 2078-2085.Research output: Chapter in Book/Report/Conference proceeding › Chapter
}
TY - CHAP
T1 - Theoretical study of the contrast recovery and variance of MAP reconstructiions with applications to the selection of smoothing parameters
AU - Qi, Jinyi
AU - Leahy, Richard M.
PY - 1999
Y1 - 1999
N2 - We examine the spatial resolution and variance properties of PET images reconstructed using maximum a posteriori (MAP) or penalized-likelihood methods. Resolution is characterized by the contrast recovery coefficient (CRC) of the local impulse response. Simplified approximate expressions are derived for the local impulse response CRCs and variances for each voxel. Using these results we propose a practical scheme for selecting spatially variant smoothing parameters to optimize lesion detectability through maximization of the local CRC-to-noise ratio in the reconstructed image.
AB - We examine the spatial resolution and variance properties of PET images reconstructed using maximum a posteriori (MAP) or penalized-likelihood methods. Resolution is characterized by the contrast recovery coefficient (CRC) of the local impulse response. Simplified approximate expressions are derived for the local impulse response CRCs and variances for each voxel. Using these results we propose a practical scheme for selecting spatially variant smoothing parameters to optimize lesion detectability through maximization of the local CRC-to-noise ratio in the reconstructed image.
UR - http://www.scopus.com/inward/record.url?scp=0032596580&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=0032596580&partnerID=8YFLogxK
M3 - Chapter
AN - SCOPUS:0032596580
SN - 0780350227
VL - 3
SP - 2078
EP - 2085
BT - IEEE Nuclear Science Symposium and Medical Imaging Conference
PB - IEEE
CY - Piscataway, NJ, United States
ER -