零样本脑MRI修复的2.5D无条件流先验方法

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   arXiv · Computer Vision

   用 2.5D 无条件流先验实现零样本脑 MRI 修复

   该研究提出一种零样本脑 MRI 修复框架，用 2.5D 无条件流先验沿上下轴捕捉空间上下文，避免完整 3D 卷积的开销。流匹配模型训练相邻轴位切片三元组并把病理区域排除在损失函数外，推理时用 Restora-Flow 求解器约束无条件先验，并对多次随机重建取平均。

Current heat 9·Comparable peak 10（Oct 8）·Comparable change over 24 hours –

The trend compares only the same participants observed continuously; its range may be smaller than the current heat count. Move or click on the chart to inspect hourly heat; use the left and right arrow keys to switch.