Show simple item record

dc.contributor.authorZeraatkar, Navid
dc.contributor.authorKalluri, Kesava S.
dc.contributor.authorAuer, Benjamin
dc.contributor.authorMay, Micaehla
dc.contributor.authorRichards, R. Garrett
dc.contributor.authorFurenlid, Lars R.
dc.contributor.authorKuo, Phillip H.
dc.contributor.authorKing, Michael A.
dc.date2022-08-11T08:10:50.000
dc.date.accessioned2022-08-23T17:21:34Z
dc.date.available2022-08-23T17:21:34Z
dc.date.issued2021-09-22
dc.date.submitted2021-11-29
dc.identifier.citation<p>Zeraatkar N, Kalluri KS, Auer B, May M, Richards RG, Furenlid LR, Kuo PH, King MA. Cerebral SPECT imaging with different acquisition schemes using varying levels of multiplexing versus sensitivity in an adaptive multi-pinhole brain-dedicated scanner. Biomed Phys Eng Express. 2021 Sep 22;7(6). doi: 10.1088/2057-1976/ac25c3. PMID: 34507309. <a href="https://doi.org/10.1088/2057-1976/ac25c3">Link to article on publisher's site</a></p>
dc.identifier.issn2057-1976 (Linking)
dc.identifier.doi10.1088/2057-1976/ac25c3
dc.identifier.pmid34507309
dc.identifier.urihttp://hdl.handle.net/20.500.14038/48552
dc.description.abstractApplication of multi-pinhole collimator in pinhole-based SPECT increases detection sensitivity. The presence of multiplexing in projection images due to the usage of multiple pinholes can further improve the sensitivity at the cost of adding data ambiguity. We are developing a next-generation adaptive brain-dedicated SPECT system -AdaptiSPECT-C. The AdaptiSPECT-C can adapt the multiplexing level and system sensitivity using adaptable pinhole modules. In this study, we investigated the performance of 4 data acquisition schemes with different multiplexing levels and sensitivities on cerebral SPECT imaging. Schemes #1, #2, and #3 have < 1%, 67%, and 31% overall multiplexing, respectively, while the 4th scheme without multiplexing is considered as ground truth. The ground-truth and schemes #1-3 have 1.0, 1.7, 5.1, and 4.0 times higher sensitivity, respectively, compared to a dual-headed parallel-hole SPECT system at matched spatial resolution. A customized XCAT brain perfusion digital phantom emulating the distribution of I-123 N-isopropyl iodoamphetamine (IMP) in a 99th percentile size male was used for simulations. Data acquisition for each scheme was performed at two count levels (low-count and high-count relative to the recommended clinical count level). The normalized root-mean-square error (NRMSE) for schemes #1, #2, and #3 with the low-count (high-count) scenario showed 11%, 4%, and 5% (10%, 5%, and 6%) deviation, respectively, from that of the multiplex-free ground truth. For both the low-count and high-count scenarios, scheme #1 resulted in the least accurate activity ratio (AR) for almost all the analyzed gray-matter brain regions. Further schemes #2 or #3 led to the most accurate AR values with both low-count and high-count scenarios for all the analyzed gray-matter regions. It was thus observed that even with this large head size which leads to significant multiplexing levels, the higher sensitivity from multiplexing could to some extent mitigate the data ambiguity and be translated into reconstructed images of higher quality.
dc.language.isoen_US
dc.relation<p><a href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=pubmed&cmd=Retrieve&list_uids=34507309&dopt=Abstract">Link to Article in PubMed</a></p>
dc.relation.urlhttps://doi.org/10.1088/2057-1976/ac25c3
dc.subjectBioimaging and Biomedical Optics
dc.subjectBiophysics
dc.subjectPhysics
dc.subjectRadiology
dc.titleCerebral SPECT imaging with different acquisition schemes using varying levels of multiplexing versus sensitivity in an adaptive multi-pinhole brain-dedicated scanner
dc.typeJournal Article
dc.source.journaltitleBiomedical physics and engineering express
dc.source.volume7
dc.source.issue6
dc.identifier.legacycoverpagehttps://escholarship.umassmed.edu/radiology_pubs/650
dc.identifier.contextkey26341530
html.description.abstract<p>Application of multi-pinhole collimator in pinhole-based SPECT increases detection sensitivity. The presence of multiplexing in projection images due to the usage of multiple pinholes can further improve the sensitivity at the cost of adding data ambiguity. We are developing a next-generation adaptive brain-dedicated SPECT system -AdaptiSPECT-C. The AdaptiSPECT-C can adapt the multiplexing level and system sensitivity using adaptable pinhole modules. In this study, we investigated the performance of 4 data acquisition schemes with different multiplexing levels and sensitivities on cerebral SPECT imaging. Schemes #1, #2, and #3 have < 1%, 67%, and 31% overall multiplexing, respectively, while the 4th scheme without multiplexing is considered as ground truth. The ground-truth and schemes #1-3 have 1.0, 1.7, 5.1, and 4.0 times higher sensitivity, respectively, compared to a dual-headed parallel-hole SPECT system at matched spatial resolution. A customized XCAT brain perfusion digital phantom emulating the distribution of I-123 N-isopropyl iodoamphetamine (IMP) in a 99th percentile size male was used for simulations. Data acquisition for each scheme was performed at two count levels (low-count and high-count relative to the recommended clinical count level). The normalized root-mean-square error (NRMSE) for schemes #1, #2, and #3 with the low-count (high-count) scenario showed 11%, 4%, and 5% (10%, 5%, and 6%) deviation, respectively, from that of the multiplex-free ground truth. For both the low-count and high-count scenarios, scheme #1 resulted in the least accurate activity ratio (AR) for almost all the analyzed gray-matter brain regions. Further schemes #2 or #3 led to the most accurate AR values with both low-count and high-count scenarios for all the analyzed gray-matter regions. It was thus observed that even with this large head size which leads to significant multiplexing levels, the higher sensitivity from multiplexing could to some extent mitigate the data ambiguity and be translated into reconstructed images of higher quality.</p>
dc.identifier.submissionpathradiology_pubs/650
dc.contributor.departmentDepartment of Radiology
dc.source.pages065017


This item appears in the following Collection(s)

Show simple item record