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Initial Investigations of Pinhole Numbers and Projection Views in Multi-pinhole Brain SPECT
Wenbo Huang1; Greta S. P. Mok1
2022-10
Conference Name2021 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2021 and 28th International Symposium on Room-Temperature Semiconductor Detectors, RTSD 2022
Pages182674
Conference Date16-23 October 2021
Conference PlacePiscataway, NJ, USA
CountryUSA
Publication Place2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)
PublisherIEEE
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.

DOI10.1109/NSS/MIC44867.2021.9875559
URLView the original
Scopus ID2-s2.0-85139119442
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Document TypeConference paper
CollectionFaculty of Science and Technology
DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
INSTITUTE OF COLLABORATIVE INNOVATION
Corresponding AuthorWenbo Huang; Greta S. P. Mok
Affiliation1.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 AffilicationFaculty of Science and Technology
Corresponding Author AffilicationFaculty 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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