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Updated: May 28, 2025

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MammoViT:一个定制的视觉变压器架构,用于精确的BIRADS分类在乳房图分析.

Abdullah G M Al Mansour1, Faisal Alshomrani2, Abdullah Alfahaid3

  • 1Radiology and Medical Imaging Department, College of Applied Medical Sciences, Prince Sattam Bin Abdulaziz University, Alkharj 11942, Saudi Arabia.

Diagnostics (Basel, Switzerland)
|February 13, 2025
PubMed
概括

一个新的深度学习模型,MammoViT,使用ResNet50和视觉转换器准确地分类乳房影像,通过克服数据不平衡的挑战来改善乳腺癌查.

关键词:
根据BIRADS的分类,它们被分类为在 ResNet50 中,ResNet50 提供了更多信息.在SMOTE中使用.视觉变压器 视觉变压器乳腺癌检测 乳腺癌检测深度学习是一种深度学习.乳房图分析分析 乳房图分析医学成像医学成像

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