A Deep Learning Approach for PPG-based ECG Signal Generation  (English, Paperback, Sitangshu Sekhar Biswas)

In this book, we have used deep learning methods for generating ECG waveform, using PPG data. Firstly, PPG data was collected using an Arduino board and a cheap heart rate sensor, to make the process economical. Then the data was post-processed using simple filtering techniques, to reduce the contamination caused by any noise. The next steps involved using a pre-created PPG-ECG dataset, to train a neural network in MATLAB. The trained network was finally tested on the data we had initially colle