成像体模
计算机科学
放射治疗
影像引导放射治疗
投影(关系代数)
辐射剂量
计算机视觉
人工智能
医学影像学
核医学
算法
放射科
医学
作者
Jie Li,Jun Zhang,Junhai Wen
标识
DOI:10.1145/3512576.3512614
摘要
Radiotherapy is one of the important methods for the clinical treatment of tumors. A large number of tumor patients need to receive radiotherapy every year. However, radiation not only kills tumor cells but also causes damage to normal tissues during the treatment. To control the additional damage and ensure the treatment effect, it is necessary to verify and calibrate the absorbed dose of the patient. This paper proposes a new 3D dose reconstruction method based on EPID data, which can verify the radiation dose more accurately and quickly.Our method uses the idea of projection reconstruction and directly deduces the corresponding dose distribution from EPID data and CT images of the phantom. Experiments show that the method in this paper has short calculation time, good reconstruction accuracy, and high practicability.
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