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Updated: Jul 22, 2025

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基于弱监督学习的2D超声波图像的3D膀重建,用于膀体积测量

Zhao Peng1,2, Hongming Shan3,4, Xiaoyu Yang1,2

  • 1Department of Oncology, Xiangya Hospital, Central South University, Changsha, China.

Medical physics
|July 24, 2023
PubMed
概括

这项研究引入了一种新的3D膀重建方法,使用弱监督学习来准确地从超声波图像中测量膀体积. 与传统方法和商业算法相比,该技术显著提高了准确性.

关键词:
膀的3D重建 膀的3D重建膀的体积 膀的体积压缩性损失 压缩性损失超声波图像的超声波图像可以看到.缺乏监督的学习学习.

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