Paper reading and analysis: PP-Net A Deep Learning Framework for PPG-Based Blood Pressure and Heart Rate Estimation

main content:

1. Reduce the amount of calculation by downsampling the PPG data;
2. Design a CNN-LSTM neural network to calculate HR, DBP, and SBP;

flow chart:

Neural Network Architecture:

Neural network parameter configuration:

Experimental results:

reference:

PP-Net A Deep Learning Framework for PPG-Based Blood Pressure and Heart Rate Estimation