切伦科夫成像生物形态特征验证乳房辐射治疗中可变形组织转位的患者定位
Yao Chen1, Savannah M Decker1, Petr Bruza1
1Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire.
ArXiv
|September 2, 2025
概括
这项研究引入了切伦科夫成像来追踪放射治疗期间的患者定位,通过量化局部组织变形来提高乳腺癌治疗的准确性. 这种新的方法提高了间/内断定位的精度.
科学领域:
- 医学物理
- 辐射瘤学
- 生物医学成像
背景情况:
- 准确的患者定位对于有效的放射治疗至关重要,因为定位错误会对治疗结果产生重大影响.
- 在放射治疗期间量化局部组织变形仍然是当前成像技术的挑战.
研究的目的:
- 开发和验证使用切伦科夫图像分析量化局部组织变形和患者定位精度的算法.
- 评估基于切伦科夫的追踪在乳腺癌辐射治疗中改善分数间和分数内定位的可行性.
主要方法:
- 分析了切伦科夫的图像, 分类了血管等生物形态特征.
- 使用结合的刚性/非刚性注册技术量化全球移位和局部组织变形.
- 该方法使用人类形状的胸部幻影得到验证,并应用于10名乳腺癌患者的临床数据.
主要成果:
- 幻影实验显示高精度 (0.83毫米) 的沙发翻译.
- 临床数据显示,间断设置的变化为3. 7±2. 4毫米 (全局移位),最高可达3. 3±1. 9毫米 (95 个百分点的局部区域变形).
结论:
- 采用刚性/非刚性注册的切伦科夫成像有效量化全球和本地患者定位变化.
- 这种新的方法为内部/内部断层定位提供了定量指导,解决了以前无法理解的局部区域变形.
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