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Updated: Jun 23, 2025

Combining Reflectance Confocal Microscopy with Optical Coherence Tomography for Noninvasive Diagnosis of Skin Cancers via Image Acquisition
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Combining Reflectance Confocal Microscopy with Optical Coherence Tomography for Noninvasive Diagnosis of Skin Cancers via Image Acquisition

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皮肤-CAD:可解释的深度学习分类皮肤癌从皮肤镜图像通过特征选择的双高层CNNs特征和转移学习的特征

Omneya Attallah1

  • 1Department of Electronics and Communications Engineering, College of Engineering and Technology, Arab Academy for Science, Technology and Maritime Transport, Alexandri, 21937, Egypt; Wearables, Biosensing, and Biosignal Processing Laboratory, Arab Academy for Science, Technology and Maritime Transport, Alexandria, 21937, Egypt.

Computers in biology and medicine
|June 26, 2024
PubMed
概括

这项研究介绍了Skin-CAD,这是一个可解释的AI系统,用于从皮肤镜图像中分类皮肤癌 (SC). 它实现了高精度,帮助皮肤科医生在早期和精确的SC检测.

关键词:
卷积神经网络是一种卷积神经网络.深度学习是一种深度学习.皮肤镜像成像 皮肤镜像成像功能融合的特点是:功能选择 功能选择主要组件分析的主要组件分析.皮肤癌的诊断 皮肤癌的诊断

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