结构化照明显微镜的最新进展:从基本原则到人工智能增强成像
Heng Zhang1,2, Yunqi Zhu1,2, Luhong Jin1
1Department of Biomedical Engineering, MOE Key Laboratory of Biomedical Engineering, Zhejiang Provincial Key Laboratory of Cardio-Cerebral Vascular Detection Technology and Medicinal Effectiveness Appraisal, Zhejiang University, Hangzhou, 310027, China.
Small methods
|March 3, 2025
概括
结构化照明显微镜 (SIM) 提供先进的生物成像. 这篇评论详细介绍了SIM原则,照明和重建方面的最新创新,以及深度学习 (DL) 对增强成像和AI集成的影响.
科学领域:
- 显微镜和成像技术技术.
- 生物物理学的生物物理.
- 计算生物学 计算生物学
背景情况:
- 结构化照明显微镜 (SIM) 是一个关键的超分辨率技术.
- 光学方法和计算算法的进步对于生物成像至关重要.
- 深度学习 (DL) 显示了革命显微镜的潜力.
研究的目的:
- 审查SIM的基本原则.
- 为了突出SIM照明,调制和重建的最新进展.
- 探索DL和AI在SIM系统中的集成.
主要方法:
- 审查关于SIM技术的当前文献.
- 对用于SIM的图像增强和重建的DL应用程序的分析.
- 在SIM中讨论DL的评估指标.
主要成果:
- 通过新的光学组件和算法,SIM技术已经取得了显著的进步.
- DL集成可以提高SIM图像质量,速度和重建.
- 人工智能驱动的智能显微镜是未来的前景.
结论:
- SIM是一个强大的超级分辨率工具,不断进步.
- DL和AI已经准备好改变SIM成像能力.
- 未来的智能显微镜将利用人工智能来增强生物洞察力.
相关概念视频
Super-resolution Fluorescence Microscopy
6.8K
Super-resolution fluorescence microscopy (SRFM) provides a better resolution than conventional fluorescence microscopy by reducing the point spread function (PSF). PSF is the light intensity distribution from a point that causes it to appear blurred. Due to PSF, each fluorescing point appears bigger than its actual size, and it is the PSF interference of nearby fluorophores that causes the blurred image. Various approaches to achieving higher resolution through SRFM have recently been...
6.8K
Confocal Fluorescence Microscopy
13.0K
Confocal microscopy is an advanced microscopic technique. The prime advantage of the confocal microscope over other microscopy techniques is its ability to block the out-of-focus light from the illuminated samples using pinholes. It is widely used with fluorescence optics to obtain high-resolution, sharp contrast images. Unlike optical microscopes, confocal microscopes use a focused beam of light laser to scan the entire sample surface at different z-planes. These microscopes are, therefore,...
13.0K
Imaging Biological Samples with Optical Microscopy
4.6K
Optical microscopy uses optic principles to provide detailed images of samples. Antonie van Leeuwenhoek designed the first compound optical microscope in the 17th century to visualize blood cells, bacteria, and yeast cells. In 1830, Joseph Jackson Lister created an essentially modern light microscope. The 20th century saw the development of microscopes with enhanced magnification and resolution.
In optical microscopy, the specimen to be viewed is placed on a glass slide and clipped on the stage...
In optical microscopy, the specimen to be viewed is placed on a glass slide and clipped on the stage...
4.6K
Phase Contrast and Differential Interference Contrast Microscopy
7.4K
Phase-Contrast Microscopes
In-phase-contrast microscopes, interference between light directly passing through a cell and light refracted by cellular components is used to create high-contrast, high-resolution images without staining. It is the oldest and simplest type of microscope that creates an image by altering the wavelengths of light rays passing through the specimen. Altered wavelength paths are created using an annular stop in the condenser. The annular stop produces a hollow cone of...
In-phase-contrast microscopes, interference between light directly passing through a cell and light refracted by cellular components is used to create high-contrast, high-resolution images without staining. It is the oldest and simplest type of microscope that creates an image by altering the wavelengths of light rays passing through the specimen. Altered wavelength paths are created using an annular stop in the condenser. The annular stop produces a hollow cone of...
7.4K


