Application of Photoplethysmography Combined with Deep Learning in Postoperative Monitoring of Flaps

ObjectivePhotoelectric volumetric tracing (PPG) exhibits high sensitivity and specificity in flap monitoring. Deep learning (DL) is capable of automatically and robustly extracting features from raw data. In this study, we propose combining PPG with 1D convolutional neural networks (1D-CNN) to preli...

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Bibliographic Details
Main Authors: Jing YANG, Xinlei YANG, Yuwei GAO, Chunlei ZHANG, Di WANG, Tao SONG
Format: Article
Language:zho
Published: Editorial Office of Chinese Journal of Medical Instrumentation 2024-07-01
Series:Zhongguo yiliao qixie zazhi
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Online Access:https://zgylqxzz.xml-journal.net/article/doi/10.12455/j.issn.1671-7104.230624
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