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训练数据大小对使用长短期记忆模型实时呼吸预测的影响

Wenzheng Sun1, Jun Dang2, Lei Zhang3

  • 1Department of Radiation Oncology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, China.

Radiation oncology (London, England)
|June 6, 2025
PubMed
概括

确定最佳训练数据集大小 (TDS) 对于使用长短期记忆 (LSTM) 模型准确预测呼吸非常重要. 90秒的TDS为呼吸信号,平衡性能和数据要求提供了有利的预测准确性.

关键词:
长期短期记忆模型放射治疗疗法 放射治疗疗法呼吸预测呼吸的预测.呼吸运动管理 呼吸运动管理培训数据集大小培训数据集大小

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