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Updated: Jul 4, 2025

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使用面具-RCNN与修改的GRU模型检测黑色素瘤皮肤癌

K M Monica1, J Shreeharsha2, Przemysław Falkowski-Gilski3

  • 1School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, Tamil Nadu, India.

Frontiers in physiology
|January 31, 2024
PubMed
概括

这项研究引入了一种自动化框架,用于使用深度学习来诊断黑色素瘤皮肤癌 (MSC). 拟议的模型实现了超过99.9%的准确性,显著提高了早期检测率.

关键词:
基于更快区域的卷积神经网络神经网络.有门的循环单元.黑色素瘤 皮肤癌检测检测规范化的正常化.预先训练有素的模型.

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