A. Könik, J. M. Mukherjee, Soumyanil Banerjee, J. De Beenhouwer, G. Zubal, M. King
{"title":"用于I-123数据成像的MPH/扇束SPECT系统的针孔孔径尺寸优化","authors":"A. Könik, J. M. Mukherjee, Soumyanil Banerjee, J. De Beenhouwer, G. Zubal, M. King","doi":"10.1109/NSSMIC.2016.8069532","DOIUrl":null,"url":null,"abstract":"We proposed an inexpensive method to improve the performance of the conventional dual-camera SPECT systems for I-123 dopamine transporter (DAT) imaging for Parkinson Disease. In this method, one of the collimators is replaced with a specifically designed multi-pinhole (MPH) collimator, thus performing combined MPH/Fanbeam acquisition. The MPH consists of 9 pinholes focusing to the central brain and covering a cylindrical field of view (diameter: 12cm and height: 8cm), which includes the striatum. We present here our Monte Carlo simulation work investigating the optimal aperture size for the striatal binding ratio (SBR) and caudate/putamen ratio (C/P). Projections of the XCAT brain phantom were obtained for a range of aperture sizes (radius:1–5 mm, with increments of 1mm). Multiple noise realizations were simulated for each aperture size at realistic count levels. Reconstructions from MPH, Fanbeam and combined MPH/Fanbeam systems were obtained for various numbers of iterations. For SBR and C/P calculations activities within the striatum were estimated for a range of region of interests. Normalized root mean square errors (NRMSE) of the SBR and C/P measurements were obtained for the Fanbeam and combined MPH/Fanbeam reconstructions at different iterations and VOIs, using custom made and clinically employed quantitative analysis software. Our preliminary results suggest that an aperture radius of 2-3 mm for the MPH component yields both visually and quantitatively better estimations for the MPH/Fanbeam reconstructions.","PeriodicalId":184587,"journal":{"name":"2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD)","volume":"4 3","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Optimization of pinhole aperture size of a combined MPH/fanbeam SPECT system for I-123 DAT imaging\",\"authors\":\"A. Könik, J. M. Mukherjee, Soumyanil Banerjee, J. De Beenhouwer, G. Zubal, M. King\",\"doi\":\"10.1109/NSSMIC.2016.8069532\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We proposed an inexpensive method to improve the performance of the conventional dual-camera SPECT systems for I-123 dopamine transporter (DAT) imaging for Parkinson Disease. In this method, one of the collimators is replaced with a specifically designed multi-pinhole (MPH) collimator, thus performing combined MPH/Fanbeam acquisition. The MPH consists of 9 pinholes focusing to the central brain and covering a cylindrical field of view (diameter: 12cm and height: 8cm), which includes the striatum. We present here our Monte Carlo simulation work investigating the optimal aperture size for the striatal binding ratio (SBR) and caudate/putamen ratio (C/P). Projections of the XCAT brain phantom were obtained for a range of aperture sizes (radius:1–5 mm, with increments of 1mm). Multiple noise realizations were simulated for each aperture size at realistic count levels. Reconstructions from MPH, Fanbeam and combined MPH/Fanbeam systems were obtained for various numbers of iterations. For SBR and C/P calculations activities within the striatum were estimated for a range of region of interests. Normalized root mean square errors (NRMSE) of the SBR and C/P measurements were obtained for the Fanbeam and combined MPH/Fanbeam reconstructions at different iterations and VOIs, using custom made and clinically employed quantitative analysis software. Our preliminary results suggest that an aperture radius of 2-3 mm for the MPH component yields both visually and quantitatively better estimations for the MPH/Fanbeam reconstructions.\",\"PeriodicalId\":184587,\"journal\":{\"name\":\"2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD)\",\"volume\":\"4 3\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NSSMIC.2016.8069532\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NSSMIC.2016.8069532","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Optimization of pinhole aperture size of a combined MPH/fanbeam SPECT system for I-123 DAT imaging
We proposed an inexpensive method to improve the performance of the conventional dual-camera SPECT systems for I-123 dopamine transporter (DAT) imaging for Parkinson Disease. In this method, one of the collimators is replaced with a specifically designed multi-pinhole (MPH) collimator, thus performing combined MPH/Fanbeam acquisition. The MPH consists of 9 pinholes focusing to the central brain and covering a cylindrical field of view (diameter: 12cm and height: 8cm), which includes the striatum. We present here our Monte Carlo simulation work investigating the optimal aperture size for the striatal binding ratio (SBR) and caudate/putamen ratio (C/P). Projections of the XCAT brain phantom were obtained for a range of aperture sizes (radius:1–5 mm, with increments of 1mm). Multiple noise realizations were simulated for each aperture size at realistic count levels. Reconstructions from MPH, Fanbeam and combined MPH/Fanbeam systems were obtained for various numbers of iterations. For SBR and C/P calculations activities within the striatum were estimated for a range of region of interests. Normalized root mean square errors (NRMSE) of the SBR and C/P measurements were obtained for the Fanbeam and combined MPH/Fanbeam reconstructions at different iterations and VOIs, using custom made and clinically employed quantitative analysis software. Our preliminary results suggest that an aperture radius of 2-3 mm for the MPH component yields both visually and quantitatively better estimations for the MPH/Fanbeam reconstructions.