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相关概念视频

Total Internal Reflection Fluorescence Microscopy01:05

Total Internal Reflection Fluorescence Microscopy

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Total internal reflection fluorescence microscopy or TIRF is an advanced microscopic technique used to visualize fluorophores in samples close to a solid surface with a higher refractive index, such as a glass coverslip. TIRF only allows fluorophores in proximity to the solid surface to be excited. When light from a medium with a lower refractive index (such as air) hits the glass coverslip at a critical angle, the light undergoes total internal reflection stead of passing through the glass.
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Super-resolution Fluorescence Microscopy01:37

Super-resolution Fluorescence Microscopy

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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...
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Electron Microscope Tomography and Single-particle Reconstruction01:07

Electron Microscope Tomography and Single-particle Reconstruction

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Transmission electron microscopy (TEM) can be used to determine the 3D structure of biological samples with the help of techniques such as electron microscope tomography and single-particle reconstruction. While single-particle reconstruction can examine macromolecules and macromolecular complexes in vitro conditions only, tomography permits the study of cell components or small cells in vivo.
Electron Tomography
Electron tomography can be performed either in TEM or STEM (scanning transmission...
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Imaging Biological Samples with Optical Microscopy01:18

Imaging Biological Samples with Optical Microscopy

4.9K
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...
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相关实验视频

Updated: Jul 25, 2025

Computed Tomography-guided Time-domain Diffuse Fluorescence Tomography in Small Animals for Localization of Cancer Biomarkers
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Computed Tomography-guided Time-domain Diffuse Fluorescence Tomography in Small Animals for Localization of Cancer Biomarkers

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深度背景-错误建模-学习重建高精度光分散光学断层扫描.

Yuxuan Jiang, Kaixian Liu, Wensong Li

    Optics letters
    |June 30, 2023
    PubMed
    概括

    我们开发了一个新的深度学习框架,通过自动学习背景错误来提高光扩散光学断层扫描 (FDOT) 的准确性. 这种方法增强了各种线性反向问题的图像重建.

    科学领域:

    • 生物医学光学 生物医学光学
    • 医疗成像医学成像
    • 计算科学 计算科学

    背景情况:

    • 在扩散光学断层扫描 (DOT) 中,精确的图像重建经常受到背景错误建模的阻碍.
    • 光扩散光学断层扫描 (FDOT) 特别需要精确的背景信号建模,以获得高保真度的结果.

    研究的目的:

    • 为高精度的FDOT重建提供一个新的深度学习框架.
    • 在重建过程中解决和自动纠正背景模拟错误的错误.

    主要方法:

    • 制定了一个可学习的调节器,其中包含了背景错误建模约束.
    • 一个以物理为基础的深度网络被用来隐式地学习背景错误建模.
    • 一个深度解卷的FIST-Net被设计用于L1-FDOT优化,最大限度地减少学习参数.

    主要成果:

    • 深度背景错误建模学习的重建框架显著提高了FDOT的准确性.
    • 背景错误建模的隐式学习通过实验结果得到了验证.
    • 该框架在提高图像重建质量方面表现出有效性.

    结论:

    • 拟议的深度学习方法为准确的FDOT提供了一个强大的解决方案.

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  • 该框架提供了一种可通用的方法,用于改善未知的背景建模错误的图像模式.
  • 这项研究证实了基于物理的深度学习在解决复杂的反向问题的力量.