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Updated: Jul 26, 2025

Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images
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Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images

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对于学习胸部X射线和CT图像中的不平衡数据的动态学习.

Saeed Iqbal1,2, Adnan N Qureshi2, Jianqiang Li1,3

  • 1Faculty of Information Technology, Beijing University of Technology, Beijing, 100124,China.

Heliyon
|June 14, 2023
PubMed
概括

这项研究引入了一种新的类平衡技术 (3-Phase动态学习) 和一个并行的CNN模型 (混合特征融合) 来从医疗图像中检测肺部疾病. 该方法有效地解决了数据不平衡,实现了高精度,以改善诊断支持.

关键词:
阶级不平衡造成的失衡卷积神经网络是一种卷积神经网络.动态学习是一种动态的学习.组合学习学习 组合学习功能融合的特点是:采用随机抽样进行抽样.

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