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一个新的混合卷积和变压器网络用于淋巴瘤分类

Mohamed Yacin Sikkandar1, Sankar Ganesh Sundaram2, Muteb Nasser Almeshari3

  • 1Department of Medical Equipment Technology, College of Applied Medical Sciences, Majmaah University, Al Majmaah, 11952, Saudi Arabia. m.sikkandar@mu.edu.sa.

Scientific reports
|July 19, 2025
PubMed
概括

一个新的AI模型,淋巴瘤分类混合卷积和变压器网络 (HCTN-LC),从整个幻灯片图像 (WSIs) 中准确地分类淋巴瘤亚型. 这种先进的深度学习方法提高了诊断精度,以获得更好的患者结果.

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.淋巴瘤的分类 淋巴瘤的分类医学成像医学成像视觉变压器 视觉变压器整个幻灯片图像的图像.

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