A Respiratory Motion Prediction Method Based on LSTM-AE with Attention Mechanism for Spine Surgery

A Respiratory Motion Prediction Method Based on LSTM-AE with Attention Mechanism for Spine Surgery

Respiratory motion-induced vertebral movements can adversely impact intraoperative spine surgery, resulting in inaccurate positional information of the target region and unexpected damage during the operation. In this paper, we propose a novel deep learning architecture for respiratory motion predic...

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Bibliographic Details
Main Authors: Zhe Han, Huanyu Tian, Xiaoguang Han, Jiayuan Wu, Weijun Zhang, Changsheng Li, Liang Qiu, Xingguang Duan, Wei Tian
Format: Article
Language:English
Published: American Association for the Advancement of Science (AAAS) 2024-01-01
Series:Cyborg and Bionic Systems
Online Access:https://spj.science.org/doi/10.34133/cbsystems.0063

Internet

https://spj.science.org/doi/10.34133/cbsystems.0063

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