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Updated: Jun 24, 2025

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优化注意力诱导的多头卷积神经网络,使用皮肤镜图像进行高效的netv2-促进黑色素瘤分类

M Maheswari1, Mohamed Uvaze Ahamed Ayoobkhan2, C P Shirley3

  • 1Department of Information Technology, DMI College of Engineering, Chennai, Tamil Nadu, India. maheshwari.mnsnew@gmail.com.

Medical & biological engineering & computing
|June 4, 2024
PubMed
概括

本研究介绍了一种人工智能模型,用于使用皮肤镜图像检测黑色素瘤. 优化注意力诱导多头卷积神经网络与EfficientNetV2 (AIMCNN-ENetV2-MC) 在分类黑色素瘤和良性神经瘤方面实现了高精度.

关键词:
引起注意力的多头卷积神经网络.增强的黑猩猩优化器皮肤镜像数据集 皮肤镜像数据集有效网络V2

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