Page 25 - 《中国医疗器械杂志》2025年第2期
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Chinese Journal of Medical Instrumentation 2025 年 第49卷 第2期
研 究 与 论 著
总治疗时间。因此,物理师需在制订计划时确保采 将实现更智能化的治疗方案,为患者带来更高效、
用协议里包含的结构。此外,还可以通过深度学习 更精准的治疗体验。
卷积神经网络(convolutional neural networks, CNN)
图像分割模型,完成更多器官的智能自动分割,构建 参考文献
[1] ABDEL-WAHAB M, GONDHOWIARDJO S S, ROSA
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(a) Bowel的自动勾画 radiotherapy for postoperative treatment of endometrial
(a) Automatic contouring of the bowel
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(b) Small bowel形变配准的勾画
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(c) Contouring of bowel bag deformation registration Initial analysis of the dosimetric benefit and clinical
图6 影响靶区器官生成阶段在Cervix协议里选取三种不同 resource cost of CBCT-based online adaptive
结构的勾画效果显示 radiotherapy for patients with cancers of the cervix or
Fig.6 Demonstration of the contouring effects of three different
rectum[J]. J Appl Clin Med Phys, 2021, 22(10): 210-221.
structures selected in the cervix protocol affecting the target organ
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本研究探讨了Ethos OART技术,其提升了患者
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的治疗精度,但面临治疗时间延长的挑战。从机器 roadmap for implementation of kV-CBCT online adaptive
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5个方面提出了优化策略,有望显著提高治疗效率, Appl Clin Med Phys, 2023, 24(7): e13961.
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来,随着技术的进步和流程的精细化管理,OART adaptive radiotherapy with offline magnetic resonance
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