对于病理学诊断的先进成像工具的当前景观
Tanishq Mathew Abraham1, Richard Levenson2
1Department of Biomedical Engineering, University of California, Davis, Davis, California.
概括
新兴的无幻灯片显微镜和多组学技术,在人工智能的帮助下,提供更快,更详细的组织病理学. 这些创新有望使传统方法现代化,以改善医疗应用.
科学领域:
- 组织病理学和先进的成像技术.
背景情况:
- 传统的组织病理学工作流程是缓慢的,劳动密集的,并且仅限于2D成像.
- 新兴技术旨在加快和增强传统的组织病理学过程.
研究的目的:
- 审查用于现代化组织病理学的启用技术平台.
- 讨论这些进展对医疗应用的潜在影响.
主要方法:
- 无幻灯片显微镜 (共聚焦,多光子,紫外线表面激发,光模拟亮场).
- 多组学分析 (成像质谱学,拉曼光谱学).
- 人工智能用于虚拟染色和工作流集成.
主要成果:
- 无幻灯片显微镜能够快速成像新鲜组织,克服延迟.
- 新的方法支持手术内边缘评估和3D组织病理学.
- 多组学提供了详细的分子地图,尽管临床翻译尚未完成.
- 人工智能通过创建合成图像和帮助工作流程来促进采用.
结论:
- 新兴技术有潜力显著现代化组织病理学.
- 人工智能辅助的工作流程将促进向新成像模式的过渡.
- 这些进展的进一步验证可能会改变21世纪医学中的组织病理学.
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