相关实验视频
Updated: Jul 13, 2025
06:45
Histological-Based Stainings Using Free-Floating Tissue Sections
Published on: August 25, 2020
18.8K
新兴的进步将通过虚拟染色改变组织病理学
Yair Rivenson1,2,3, Kevin de Haan1,2,3, W Dean Wallace4
1Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA.
BME frontiers
|October 18, 2023
概括
数字病理学提供了计算机辅助诊断的潜力,但面临着采用障碍. 新兴的虚拟染色和机器学习可以克服这些挑战,提高患者护理和医疗保健效率.
科学领域:
- 数字病理学数字病理学
- 计算病理学计算病理学
- 组织病理学成像成像
背景情况:
- 传统的组织病理学依赖于手工显微镜幻灯片审查.
- 数字病理学和机器视觉提供了新的诊断可能性.
- 高成本和报销问题阻碍了数字病理学的采用.
研究的目的:
- 探索虚拟染色和机器学习如何促进数字病理学的发展.
- 确定有利于患者和医疗保健系统的新诊断范式.
主要方法:
- 审查新兴的虚拟染色技术.
- 讨论机器学习在病理学中的应用.
- 在基因病理学中分析潜在的工作流程中断.
主要成果:
- 虚拟染色和机器学习可以解决数字病理学的成本和采用障碍.
- 这些技术可以创造新的诊断途径.
- 潜在的改善患者的结果和医疗保健系统的效率.
结论:
- 虚拟染色和机器学习是克服数字病理学采用挑战的关键.
- 这些创新可以彻底改变组织病理学工作流程.
- 数字病理学的进步为患者和医疗保健提供了显著的好处.
更多相关视频
07:41Rigid Embedding of Fixed and Stained, Whole, Millimeter-Scale Specimens for Section-free 3D Histology by Micro-Computed Tomography
Published on: October 17, 2018
8.9K
09:31High-Speed Ultraviolet Photoacoustic Microscopy for Histological Imaging with Virtual-Staining assisted by Deep Learning
Published on: April 28, 2022
3.1K
相关概念视频
01:03Fixation and Sectioning
4.4K
Two basic types of preparation are used to visualize specimens with a light microscope: wet mounts and fixed specimens.
The simplest type of preparation is the wet mount, in which the specimen is placed in a drop of liquid on the slide. A liquid specimen can be directly deposited on the slide using a dropper. Solid specimens, such as skin scraping, can be placed on the slide before adding a drop of liquid to prepare the wet mount. Sometimes the liquid is simply water, but stains are often added...
The simplest type of preparation is the wet mount, in which the specimen is placed in a drop of liquid on the slide. A liquid specimen can be directly deposited on the slide using a dropper. Solid specimens, such as skin scraping, can be placed on the slide before adding a drop of liquid to prepare the wet mount. Sometimes the liquid is simply water, but stains are often added...
4.4K
01:24Simple Staining Technique
101
OverviewStaining techniques in microscopy enhance the visualization of microorganisms by increasing contrast and allowing the differentiation of cellular structures. Simple staining is one of the fundamental methods used to observe the basic morphological characteristics of microorganisms, including their size, shape, and arrangement. This method relies on the application of a single dye to stain the entire cell, producing a clear contrast between the cell and the background.FixationFixation is...
101