Qiaoxin Li, Ruifeng Chen, Peng Wang, Guotao Quan, Yanfeng Du, Dong Liang, Yinsheng Li
{"title":"利用高时间分辨率图像重建和误差补偿物质基础图像生成技术进行顺序扫描双能量 CT 成像","authors":"Qiaoxin Li, Ruifeng Chen, Peng Wang, Guotao Quan, Yanfeng Du, Dong Liang, Yinsheng Li","doi":"arxiv-2408.14754","DOIUrl":null,"url":null,"abstract":"Dual-energy computed tomography (DECT) has been widely used to obtain\nquantitative elemental composition of imaged subjects for personalized and\nprecise medical diagnosis. Compared with DECT leveraging advanced X-ray source\nand/or detector technologies, the use of the sequential-scanning data\nacquisition scheme to implement DECT may make a broader impact on clinical\npractice because this scheme requires no specialized hardware designs and can\nbe directly implemented into conventional CT systems. However, since the\nconcentration of iodinated contrast agent in the imaged subject varies over\ntime, sequentially scanned data sets acquired at two tube potentials are\ntemporally inconsistent. As existing material basis image reconstruction\napproaches assume that the data sets acquired at two tube potentials are\ntemporally consistent, the violation of this assumption results in inaccurate\nquantification of material concentration. In this work, we developed\nsequential-scanning DECT imaging using high temporal resolution image\nreconstruction and error-compensated material basis image generation,\nACCELERATION in short, to address the technical challenge induced by temporal\ninconsistency of sequentially scanned data sets and improve quantification\naccuracy of material concentration in sequential-scanning DECT. ACCELERATION\nhas been validated and evaluated using numerical simulation data sets generated\nfrom clinical human subject exams and experimental human subject studies.\nResults demonstrated the improvement of quantification accuracy and image\nquality using ACCELERATION.","PeriodicalId":501378,"journal":{"name":"arXiv - PHYS - Medical Physics","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Sequential-Scanning Dual-Energy CT Imaging Using High Temporal Resolution Image Reconstruction and Error-Compensated Material Basis Image Generation\",\"authors\":\"Qiaoxin Li, Ruifeng Chen, Peng Wang, Guotao Quan, Yanfeng Du, Dong Liang, Yinsheng Li\",\"doi\":\"arxiv-2408.14754\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Dual-energy computed tomography (DECT) has been widely used to obtain\\nquantitative elemental composition of imaged subjects for personalized and\\nprecise medical diagnosis. Compared with DECT leveraging advanced X-ray source\\nand/or detector technologies, the use of the sequential-scanning data\\nacquisition scheme to implement DECT may make a broader impact on clinical\\npractice because this scheme requires no specialized hardware designs and can\\nbe directly implemented into conventional CT systems. However, since the\\nconcentration of iodinated contrast agent in the imaged subject varies over\\ntime, sequentially scanned data sets acquired at two tube potentials are\\ntemporally inconsistent. As existing material basis image reconstruction\\napproaches assume that the data sets acquired at two tube potentials are\\ntemporally consistent, the violation of this assumption results in inaccurate\\nquantification of material concentration. In this work, we developed\\nsequential-scanning DECT imaging using high temporal resolution image\\nreconstruction and error-compensated material basis image generation,\\nACCELERATION in short, to address the technical challenge induced by temporal\\ninconsistency of sequentially scanned data sets and improve quantification\\naccuracy of material concentration in sequential-scanning DECT. ACCELERATION\\nhas been validated and evaluated using numerical simulation data sets generated\\nfrom clinical human subject exams and experimental human subject studies.\\nResults demonstrated the improvement of quantification accuracy and image\\nquality using ACCELERATION.\",\"PeriodicalId\":501378,\"journal\":{\"name\":\"arXiv - PHYS - Medical Physics\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-08-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Medical Physics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2408.14754\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Medical Physics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2408.14754","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Sequential-Scanning Dual-Energy CT Imaging Using High Temporal Resolution Image Reconstruction and Error-Compensated Material Basis Image Generation
Dual-energy computed tomography (DECT) has been widely used to obtain
quantitative elemental composition of imaged subjects for personalized and
precise medical diagnosis. Compared with DECT leveraging advanced X-ray source
and/or detector technologies, the use of the sequential-scanning data
acquisition scheme to implement DECT may make a broader impact on clinical
practice because this scheme requires no specialized hardware designs and can
be directly implemented into conventional CT systems. However, since the
concentration of iodinated contrast agent in the imaged subject varies over
time, sequentially scanned data sets acquired at two tube potentials are
temporally inconsistent. As existing material basis image reconstruction
approaches assume that the data sets acquired at two tube potentials are
temporally consistent, the violation of this assumption results in inaccurate
quantification of material concentration. In this work, we developed
sequential-scanning DECT imaging using high temporal resolution image
reconstruction and error-compensated material basis image generation,
ACCELERATION in short, to address the technical challenge induced by temporal
inconsistency of sequentially scanned data sets and improve quantification
accuracy of material concentration in sequential-scanning DECT. ACCELERATION
has been validated and evaluated using numerical simulation data sets generated
from clinical human subject exams and experimental human subject studies.
Results demonstrated the improvement of quantification accuracy and image
quality using ACCELERATION.