Prediction of Continuous Blood Pressure Using Multiple Gated Recurrent Unit Embedded in SENet

Prediction of Continuous Blood Pressure Using Multiple Gated Recurrent Unit Embedded in SENet

In order to accurately predict blood pressure waveform from pulse waveform, a multiple gated recurrent unit (GRU) model embedded in squeeze-andexcitation network (SENet) is proposed for continuous blood pressure prediction. Firstly, the features of the pulse are extracted from multiple GRU channels....

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Bibliographic Details
Main Authors: Cao, B. (Author), Chang, H. (Author), Chen, X. (Author), Lin, D. (Author), Lu, Y. (Author)
Format: Article
Language:English
Published: Fuji Technology Press 2022
Subjects:
Blood
Blood pressure
blood pressure prediction
Blood pressure prediction
Blood pressure waveform
Forecasting
gated recurrent unit
Gated recurrent unit
Learn+
Long short-term memory
Predictive abilities
Pressure predictions
Pressure values
pulse information
Pulse information
Pulse waveforms
SENet
Squeeze-andexcitation network
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