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Updated: Jul 18, 2025

Quantitative Visualization and Detection of Skin Cancer Using Dynamic Thermal Imaging
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使用改进的DCGAN分类器进行皮肤损伤的合成和分类

Kavita Behara1, Ernest Bhero2, John Terhile Agee2

  • 1Department of Electrical Engineering, Mangosuthu University of Technology, Durban 4031, South Africa.

Diagnostics (Basel, Switzerland)
|August 26, 2023
PubMed
概括

这项研究引入了改进的深度卷积生成对抗网络 (DCGAN),用于生成合成皮肤病变图像. 该模型在分类良性和恶性皮肤癌方面取得了高准确性,有助于早期检测.

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.生成性的对抗性网络.皮肤癌是皮肤癌.

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