Residential College | false |
Status | 已發表Published |
Initial Investigations of Pinhole Numbers and Projection Views in Multi-pinhole Brain SPECT | |
Wenbo Huang1; Greta S. P. Mok1 | |
2022-10 | |
Conference Name | 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2021 and 28th International Symposium on Room-Temperature Semiconductor Detectors, RTSD 2022 |
Pages | 182674 |
Conference Date | 16-23 October 2021 |
Conference Place | Piscataway, NJ, USA |
Country | USA |
Publication Place | 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) |
Publisher | IEEE |
Abstract | SPECT is a powerful tool for diagnosing neurological diseases such as Alzheimer’s disease (AD) and Parkinson’s disease (PD), while multi-pinhole (MPH) SPECT could offer superior resolution-detection efficiency trade-off. Here we aim to investigate the relationship of pinhole numbers and projection views in MPH brain SPECT for a conventional dual-head SPECT scanner. The NCAT brain phantom was used to simulate 2 activity distributions, i.e., 99mTc-HMPAO for AD and 99mTc-TRODAT for PD. The target system spatial resolution was set to 12 mm for a 200 mm FOV to cover the whole patient’s head. We used a 3D analytical MPH projector to generate 64, 32, 16, 8, 4 and 2 noise free projections for 1-15 pinholes and noisy projections for 1-20 pinholes respectively. The noise levels for different pinholes were modelled by scaling the clinical count level for 2 brain applications obtained from a LEHR parallel hole collimator. Noise free and noisy projections were reconstructed using the ML-EM algorithm up to data convergence. Normalized mean square error (NMSE) was calculated over the whole brain region for HMPAO and striatum region for TRODAT in both noise free and noisy simulation, respectively. Based on the noise-free NMSE analysis for 64 to 2 projections, the optimum pinhole number increased from 3 to 11 for HMPAO and from 1 to 10 for TRODAT. While for noisy data, the optimum pinhole number increased from 5 to 18 for HMPAO and from 2 to 13 for TRODAT for 64 to 2 projections. We conclude that more number of pinholes are needed as the number of projections decreases. More number of pinholes are needed for HMPAO as compared to TRODAT. |
DOI | 10.1109/NSS/MIC44867.2021.9875559 |
URL | View the original |
Scopus ID | 2-s2.0-85139119442 |
Fulltext Access | |
Citation statistics | |
Document Type | Conference paper |
Collection | Faculty of Science and Technology DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING INSTITUTE OF COLLABORATIVE INNOVATION |
Corresponding Author | Wenbo Huang; Greta S. P. Mok |
Affiliation | 1.Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Taipa, Macau SAR, China 2.Center for Cognitive and Brain Sciences, Institute of Collaborative Innovation, University of Macau, Taipa, Macau SAR, China |
First Author Affilication | Faculty of Science and Technology |
Corresponding Author Affilication | Faculty of Science and Technology |
Recommended Citation GB/T 7714 | Wenbo Huang,Greta S. P. Mok. Initial Investigations of Pinhole Numbers and Projection Views in Multi-pinhole Brain SPECT[C], 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC):IEEE, 2022, 182674. |
APA | Wenbo Huang., & Greta S. P. Mok (2022). Initial Investigations of Pinhole Numbers and Projection Views in Multi-pinhole Brain SPECT. , 182674. |
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