A Novel Blood Pressure Estimation Method with the Combination of Long Short Term Memory Neural Network and Principal Component Analysis Based on PPG Signals
A Novel Blood Pressure Estimation Method with the Combination of Long Short Term Memory Neural Network and Principal Component Analysis Based on PPG Signals
Umit Senturk,K. Polat,I. Yücedag
2019 · DOI: 10.1007/978-3-030-36178-5_75
3 Citations
TLDR
The achieved results have shown that the proposed hybrid model based on combining PCA and LSTM is very promising in the prediction of blood pressure from PPG signals and can be used as a wearable device in the measurement of blood pressures without any calibration.