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Updated: Jun 13, 2026

Combining Reflectance Confocal Microscopy with Optical Coherence Tomography for Noninvasive Diagnosis of Skin Cancers via Image Acquisition
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基于密集卷积神经网络的深度学习管道,用于预先识别Diospyros kaki叶子的圆形叶子斑病,使用光学一致性断层扫描

Deshan Kalupahana1, Nipun Shantha Kahatapitiya1, Bhagya Nathali Silva2,3

  • 1Department of Computer Engineering, Faculty of Engineering, University of Sri Jayewardenepura, Nugegoda 10250, Sri Lanka.

Sensors (Basel, Switzerland)
|August 29, 2024
PubMed
概括

这项研究引入了一种自动化方法,用于使用深度学习和光学连贯断层扫描 (OCT) 检测红豆中的圆形叶斑 (CLS). 该系统准确地识别疾病的阶段,改进了传统的检查方法.

关键词:
圆形叶子斑 (CLS) 疾病这是分类分类的分类.深度学习 (DL) 是指深度学习.疾病鉴定 疾病鉴定光学连贯性断层扫描 (OCT)转移学习转移学习

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相关概念视频

Imaging Biological Samples with Optical Microscopy01:18

Imaging Biological Samples with Optical Microscopy

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...