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快速多任务诊断口腔癌利用光纤拉曼光谱和深度学习算法

Xing Li1, Lianyu Li2, Qing Sun3

  • 1Department of Stomatology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

Frontiers in oncology
|October 26, 2023
PubMed
概括

早期发现口腔癌是关键的. 这项研究引入了一种新的拉曼光谱和深度学习原型,用于快速,非侵入性的病理诊断,在分期和分级方面实现高精度.

关键词:
拉曼光谱法 拉曼光谱法 拉曼光谱法在TNM分类中,TNM的分类.组织学诊断 组织学诊断机器学习算法机器学习算法口腔癌是口腔癌的一种疾病.

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Raman Spectroscopy Instrumentation: Overview01:26

Raman Spectroscopy Instrumentation: Overview

A conventional Raman spectrophotometer includes a laser source, a sample holding system, a wavelength selector, and a detector.
The monochromatic laser source, typically using visible or near-infrared radiation, generates a highly focused beam of light. This light interacts with the molecules of the sample, scattering some of the light. Liquid and gaseous samples are usually tested in ordinary glass capillaries, while solids can be analyzed as powders packed in capillaries or as potassium...
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