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相关概念视频

Emission Spectra02:39

Emission Spectra

77.0K
When solids, liquids, or condensed gases are heated sufficiently, they radiate some of the excess energy as light. Photons produced in this manner have a range of energies, and thereby produce a continuous spectrum in which an unbroken series of wavelengths is present.
77.0K
Spectrophotometry: Introduction01:16

Spectrophotometry: Introduction

10.7K
Spectrophotometry is the quantitative measurement of the absorption, reflection, diffraction, or transmission of electromagnetic radiation through a material as a function of the intensity and wavelength of the radiation. A spectrophotometer is a device used to measure the change in the radiation intensity caused by its interaction with the material.
The essential components of a spectrophotometer include a source of electromagnetic radiation, a slot for placing a material to be analyzed, and a...
10.7K
Attenuated Total Reflectance (ATR) Infrared Spectroscopy: Overview01:13

Attenuated Total Reflectance (ATR) Infrared Spectroscopy: Overview

1.4K
Attenuated total reflectance (ATR) infrared spectroscopy is a powerful analytical technique used to study the composition of materials. It is widely employed in chemistry, materials science, forensic science, and other fields where sample characterization is required. ATR has several advantages over traditional transmission IR spectroscopy, including the requirement of little to no sample preparation and the ability to analyze a wide range of samples.
The ATR process begins by directing a beam...
1.4K
UV–Vis Spectrometers01:14

UV–Vis Spectrometers

4.2K
The absorbance of UV and visible (UV–visible) radiations is measured using a UV–visible spectrophotometer. Deuterium lamps, which emit UV radiation, and tungsten lamps, which produce radiation in the visible region, are used as light sources in UV–visible spectrophotometers. A monochromator or prism is used for diffraction grating, i.e., to split the incoming radiation into different wavelengths. A system of slits is used to focus the desired wavelength on the sample cell.
4.2K
UV–Vis Spectroscopy: Woodward–Fieser Rules01:29

UV–Vis Spectroscopy: Woodward–Fieser Rules

28.9K
UV–Visible absorption spectra of conjugated dienes arise from the lowest energy π → π* transitions. The light-absorbing part of the molecule is called the chromophore, and the substituents directly attached to the chromophore are called auxochromes. A strong correlation exists between the absorption maxima, λmax, and the structure of a conjugated π system. The Woodward–Fieser rules predict the value of λmax for a given structure by adding the...
28.9K
UV–Vis Spectroscopy of Conjugated Systems01:32

UV–Vis Spectroscopy of Conjugated Systems

8.6K
Organic compounds with conjugated double bonds show strong absorption features in the UV–visible region of the electromagnetic spectrum attributed to π → π* electronic excitations. Generally, a UV–vis absorption spectrum is recorded as a plot of absorbance vs wavelength. The wavelength of maximum absorbance, which manifests as a peak in the absorption spectrum, is denoted as λmax.
One of the factors influencing λmax is the extent of conjugation in...
8.6K

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Updated: Mar 3, 2026

Agarose-based Tissue Mimicking Optical Phantoms for Diffuse Reflectance Spectroscopy
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Agarose-based Tissue Mimicking Optical Phantoms for Diffuse Reflectance Spectroscopy

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学习模拟现实的人类扩散反射光谱.

Marco Hübner1,2,3, Ahmad Bin Qasim1,2,3,4, Alexander Studier-Fischer5,6,7,8

  • 1German Cancer Research Center (DKFZ), Division of Intelligent Medical Systems, Heidelberg, Germany.

Journal of biomedical optics
|March 2, 2026
PubMed
概括
此摘要是机器生成的。

我们开发了一种快速的神经替代模型,可以准确模拟高光谱成像数据. 这可以通过生成与蒙特卡洛模拟可比的大型数据集来实现生物医学应用的高效人工智能开发.

关键词:
蒙特卡洛模拟的蒙特卡洛模拟分散的反射率是分散的反射率.超光谱成像技术的使用.神经缩放神经缩放代孕模型的代孕模型组织模型组织模型

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科学领域:

  • 生物医学光学 生物医学光学
  • 医疗成像医学成像
  • 人工智能的人工智能

背景情况:

  • 超光谱成像具有临床潜力,但缺乏有效的方法来将光谱数据与组织参数联系起来.
  • 准确的光谱数据对于培训和验证生物医学成像中的人工智能 (AI) 算法至关重要.
  • 目前的黄金标准蒙特卡洛 (MC) 模拟在计算上太昂贵,无法大规模使用.

研究的目的:

  • 开发一种可扩展和准确的方法来生成现实的组织反射频谱.
  • 支持生物医学成像应用中的AI开发和验证.

主要方法:

  • 使用超过5000万个MC模拟训练了一种通用神经代理模型.
  • 验证了该模型与超过5000个开放手术的体内高光谱图像进行验证,并对23个组织类进行了注释.
  • 通过在猪模型中评估器官特定氧化动态的恢复来评估临床潜力.

主要成果:

  • 替代模型实现了MC级准确度,推断速度明显更快 (大小五个数量级).
  • 提高了13-48个百分点的光谱回忆,超过了1.4亿个人类组织光谱的现有模型.
  • 在受控实验中证明适用于恢复器官特定的氧化动态.

结论:

  • 神经代理模型可以以最小的计算成本提供MC级准确性和活体现实性.
  • 能够为生物医学光学提供大规模,高效的数据生成,并为临床应用提供强大的AI开发.