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从乳腺癌中使用深度学习方法从DCE-MRI获取Ktrans perfusion参数图

Jingfei Li1,2, Mu Du3, Yubao Liu3

  • 1College of Information Science and Engineering, Northeastern University, Shenyang, China.

Quantitative imaging in medicine and surgery
|February 11, 2026
PubMed
概括

深度学习有效地从MRI扫描中合成Ktrans perfusion地图,克服了传统方法的局限性. 这种由人工智能驱动的方法对诊断乳腺癌的临床应用有希望.

关键词:
乳腺癌 乳腺癌是什么?深度学习 (DL) 是指深度学习.动态对比增强磁共振成像 (DCE-MRI) 是一种动态对比增强磁共振成像.磁共振成像 (MRI) 的使用.perfusion 参数地图中的 perfusion 参数地图.

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