在远距离扫描光学连贯性断层扫描导管中进行非均旋转扭曲校正
Jessica Mavadia-Shukla1, Jianlin Zhang1, Kaiyan Li1
1Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21205, USA.
Journal of innovative optical health sciences
|December 31, 2024
概括
我们开发了一种新方法来修复由导管旋转不均引起的内镜光学连贯性断层扫描 (OCT) 图像中的扭曲. 这种强大的无标记算法可以提高图像质量,以便更好地进行分析.
科学领域:
- 生物医学光学 生物医学光学
- 医疗成像医学成像
- 内镜检查是指内镜检查.
背景情况:
- 内镜光学连贯性断层扫描 (OCT) 对于体内成像至关重要.
- 不均的导管旋转造成的扭曲会降低图像质量.
- 现有的纠正方法往往需要信托标记.
研究的目的:
- 提出一个强大的,没有信任标记的算法,用于纠正内镜OCT图像中的stick-slip扭曲.
- 为了解决导管中不均的旋转扫描引起的图像工件.
- 提高内镜OCT成像的可靠性和准确性.
主要方法:
- 开发了一种使用空间频率分析的新算法.
- 该算法识别并删除了粘滑扭曲.
- 用远距离扫描直流电机内镜获得的老鼠结肠OCT图像进行了ex vivo测试.
主要成果:
- 在没有信托标记的情况下成功识别和纠正了stick-slip扭曲.
- 在复杂的生物组织图像上展示了算法的可行性.
- 实现了更好的图像质量,使结构的可视化更清晰.
结论:
- 拟议的算法有效地纠正了内镜OCT的非均旋转扭曲.
- 这种没有信托标记的方法适用于一般的内镜OCT成像.
- 提高了OCT在详细内镜检查中的实用性.
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