{"title":"Optimization of energy windows to calculate quantitative X-ray images using an energy-resolving photon-counting detector: A simulation study","authors":"Rina Nishigami , Daiki Kobayashi , Natsumi Kimoto , Takashi Asahara , Tatsuya Maeda , Tomonobu Haba , Yuki Kanazawa , Shuichiro Yamamoto , Hiroaki Hayashi","doi":"10.1016/j.radphyschem.2024.112460","DOIUrl":null,"url":null,"abstract":"<div><h3>Purpose</h3><div>Energy-resolving photon-counting detectors (ERPCDs) are expected to enable novel functional diagnosis using quantitative X-ray images such as effective atomic number (Z<sub>eff</sub>) images. In this simulation study, we sought to optimize the settings related to tube voltage and energy windows.</div></div><div><h3>Methods</h3><div>We assumed a virtual phantom composed of polymethylmethacrylate (PMMA, Z<sub>eff</sub> = 6.5) and aluminum (Z<sub>eff</sub> = 13.0), and simulated the conventional energy integrating detector (EID) image and Z<sub>eff</sub> images obtained by the ERPCD. The investigational phantom is composed of elements with ρt ranging from 0.1 to 80 g/cm<sup>2</sup>. In order to perform optimization using a quantitative index, we defined a system performance function (SPF) that takes into account the contributions of the contrast to noise ratio (CNR) of the EID image and the uncertainty (<span><math><mrow><mi>δ</mi><msub><mi>Z</mi><mtext>eff</mtext></msub></mrow></math></span>) of the Z<sub>eff</sub> image. The tube voltage was varied to be 60, 90, and 120 kV, and the variable that determines the separation energy between the middle and high energy windows was changed from 35 to 115 keV with 5 keV interval. In addition, preclinical images of the digital phantoms based on computed tomography (CT) images were created for demonstration.</div></div><div><h3>Results</h3><div>We were able to determine the imaging conditions that yielded the better image quality for tube voltages of 60, 90, and 120 kV. Among these, the 120 kV condition (20-30-50-120 keV) showed the smallest SPF value, and was therefore adopted as the optimal condition. Furthermore, high-quality EID and Z<sub>eff</sub> images of preclinical phantoms were obtained under the optimal condition.</div></div><div><h3>Conclusions</h3><div>We determined the optimal condition suitable for deriving both qualitative and quantitative images using ERPCDs.</div></div>","PeriodicalId":20861,"journal":{"name":"Radiation Physics and Chemistry","volume":"229 ","pages":"Article 112460"},"PeriodicalIF":2.8000,"publicationDate":"2024-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Radiation Physics and Chemistry","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0969806X24009526","RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose
Energy-resolving photon-counting detectors (ERPCDs) are expected to enable novel functional diagnosis using quantitative X-ray images such as effective atomic number (Zeff) images. In this simulation study, we sought to optimize the settings related to tube voltage and energy windows.
Methods
We assumed a virtual phantom composed of polymethylmethacrylate (PMMA, Zeff = 6.5) and aluminum (Zeff = 13.0), and simulated the conventional energy integrating detector (EID) image and Zeff images obtained by the ERPCD. The investigational phantom is composed of elements with ρt ranging from 0.1 to 80 g/cm2. In order to perform optimization using a quantitative index, we defined a system performance function (SPF) that takes into account the contributions of the contrast to noise ratio (CNR) of the EID image and the uncertainty () of the Zeff image. The tube voltage was varied to be 60, 90, and 120 kV, and the variable that determines the separation energy between the middle and high energy windows was changed from 35 to 115 keV with 5 keV interval. In addition, preclinical images of the digital phantoms based on computed tomography (CT) images were created for demonstration.
Results
We were able to determine the imaging conditions that yielded the better image quality for tube voltages of 60, 90, and 120 kV. Among these, the 120 kV condition (20-30-50-120 keV) showed the smallest SPF value, and was therefore adopted as the optimal condition. Furthermore, high-quality EID and Zeff images of preclinical phantoms were obtained under the optimal condition.
Conclusions
We determined the optimal condition suitable for deriving both qualitative and quantitative images using ERPCDs.
期刊介绍:
Radiation Physics and Chemistry is a multidisciplinary journal that provides a medium for publication of substantial and original papers, reviews, and short communications which focus on research and developments involving ionizing radiation in radiation physics, radiation chemistry and radiation processing.
The journal aims to publish papers with significance to an international audience, containing substantial novelty and scientific impact. The Editors reserve the rights to reject, with or without external review, papers that do not meet these criteria. This could include papers that are very similar to previous publications, only with changed target substrates, employed materials, analyzed sites and experimental methods, report results without presenting new insights and/or hypothesis testing, or do not focus on the radiation effects.