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Total variation regularized expectation maximization reconstruction improves 68Ga-FAPI-04 PET/CT image quality as compared to ordered subset expectation maximization reconstruction
Hanxiang LIU1,2,3; Lin LIU1,2,3; Shijie XU4; Zhonglin LU5; Mo SP(莫昇萍)5; Yingwei WANG1,2,3; Yi TAO1,2,3; Yue CHEN1,2,3
2023-12
Source PublicationQuarterly Journal of Nuclear Medicine and Molecular Imaging
ISSN1824-4785
Volume67Issue:4Pages:280 - 286
Abstract

BacKground: This study aimed to investigate improvements in 68ga-faPi PeT/cT image quality due to using total variation regularized expectation maximization (TVr-eM) and ordered subset expectation maximization (oS-eM) reconstruction. MeThodS: data from a total of 24 patients were retrospectively analyzed in this study. Positron emission tomography (PeT) images were reconstructed using oS-eM and TVr-eM for 2 and 3 minutes-per-bed (min/bed) acquisition. The SuVmean of a region-of-interest on the liver, image noise, signal-to-noise ratios (Snr), the SuVmax of the lesions and the tumour-to-background ratios (TBr) were measured and compared between the 2 methods. Subjective image qualities were evaluated by two experienced radiologists using a 5-point score scale (5-excellent, 1-poor). reSulTS: in total, 132 lesions were analyzed. The image noise in TVr-eM reconstruction groups was lower than in the oS-eM groups (all P<0.05). The Snr, SuVmax of lesions and the TBr were higher for the TVr-eM reconstruction groups compared to oS-eM groups (all P<0.05). also, the SuVmax of the lesions in the TVr-eM groups increased by at least 12% compared to oS-eM 3 min/bed group. The SuVmax for small (<10 mm) and large lesions (>10 mm) in the TVR-EM 2 min/bed group were significantly larger compared to the OS-EM 3 min/bed groups (all P<0.05). The highest image quality score resulted from the TVr-eM 3 min/bed group with a penalization factor of 0.25 (3.92±0.19). concluSionS: TVr-eM reduces image noise and improved the Snr, SuVmax and TBr of the lesions. it also enables fast acquisition without compromising image quality compared to standard oS-eM. (Cite this article as: liu h, liu l, Xu S, lu Z, Mok gS, Wang y, et al. Total variation regularized expectation maximization reconstruction improves 68ga-faPi-04 PeT/cT image quality as compared to ordered subset expectation maximization reconstruction. Q J nucl Med Mol imaging 2023;67:280-6. DOI: 10.23736/S1824-4785.22.03409-4) © 2023 EDIZIONI MINERVA MEDICA.

KeywordImage Processing, Computer-assisted Positron Emission Tomography Computed Tomography 68ga-fapi
DOI10.23736/S1824-4785.22.03409-4
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaRadiology, Nuclear Medicine & Medical Imaging
WOS SubjectRadiology, Nuclear Medicine & Medical Imaging
WOS IDWOS:001123627300002
PublisherEDIZIONI MINERVA MEDICA, CORSO BRAMANTE 83-85 INT JOURNALS DEPT., 10126 TURIN, ITALY
Scopus ID2-s2.0-85179128726
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Citation statistics
Document TypeJournal article
CollectionDEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Corresponding AuthorYue CHEN
Affiliation1.Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, China
2.Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, China
3.Academician (Expert) Workstation of Sichuan Province, Luzhou, China
4.United Imaging Healthcare, Shanghai, China
5.Biomedical Imaging Laboratory (BIG), Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau, China
Recommended Citation
GB/T 7714
Hanxiang LIU,Lin LIU,Shijie XU,et al. Total variation regularized expectation maximization reconstruction improves 68Ga-FAPI-04 PET/CT image quality as compared to ordered subset expectation maximization reconstruction[J]. Quarterly Journal of Nuclear Medicine and Molecular Imaging, 2023, 67(4), 280 - 286.
APA Hanxiang LIU., Lin LIU., Shijie XU., Zhonglin LU., Mo SP., Yingwei WANG., Yi TAO., & Yue CHEN (2023). Total variation regularized expectation maximization reconstruction improves 68Ga-FAPI-04 PET/CT image quality as compared to ordered subset expectation maximization reconstruction. Quarterly Journal of Nuclear Medicine and Molecular Imaging, 67(4), 280 - 286.
MLA Hanxiang LIU,et al."Total variation regularized expectation maximization reconstruction improves 68Ga-FAPI-04 PET/CT image quality as compared to ordered subset expectation maximization reconstruction".Quarterly Journal of Nuclear Medicine and Molecular Imaging 67.4(2023):280 - 286.
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