Cramér–Rao Bound Evaluations of Compton Imager Designs for Proton Beam Range Verification

IEEE Transactions on Radiation and Plasma Medical Sciences(2022)

引用 1|浏览5
暂无评分
摘要
Compton imaging is an attractive tool for range verification and dose estimation in proton therapy. To investigate the application of CdZnTe-based cameras for this task, we apply the uniform Cramér–Rao bound (UCRB) to dual-plane-based designs with various interplane spacings and evaluate their bias-variance tradeoff. The investigation focuses on the 718-keV and 4.4-MeV prompt gammas emitted from proton interactions with 12 C, and focuses on a detector geometry having two planes of $3 \times 3$ CdZnTe crystals with a volume of $2 \times 2 \times 1.5 \,\,\mathrm {cm}^{3}$ . When considering only interplane events, the improvement in minimum variance plateaus at 8 cm. However, when considering both intraplane and interplane events with an efficiency factor, the optimum spacing is calculated to be around 4 cm as larger spacings degrade the performance with poorer efficiency and a lower interplane to intraplane fraction. In addition, the study uses the modified UCRB based on a simulated distribution of prompt gamma rays expected from proton irradiation. The results show that the optimum spacing may be between 2 and 4 cm, depending on the specific bias-gradient norm.
更多
查看译文
关键词
Beam range verification,bias-variance tradeoff,compton imager design,compton imaging,Cramér–Rao lower bound (CRLB),proton therapy
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要