• What is PPG?
  • The KID-PPG framework
  • The Team
  • Publications
python
 
colab
KID-PPG – Embedded Systems Lab, EPFL
  • What is PPG?
  • The KID-PPG framework
  • The Team
  • Publications

Publications

Play Pause Unmute Mute

Codebase

python

You can directly use our pretrained KID-PPG model using our pypi package available here.

colab

Check-out our end-to-end kid-ppg workflow in this tutorial notebook.

Papers

     
    KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch
    Kechris, Christodoulos; Dan, Jonathan; Miranda Calero, José Angel; Atienza Alonso, David
    2024-05-02Conference PaperPublication funded by RESoRT (RESoRT: Reliable Epileptic Seizure Monitoring in Real Time)Publication funded by Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era (Sinergia – interdisciplinary, collaborative and breakthrough)Publication funded by Wyss Center (Non-invasive Neuromodulation of Subcortical Structures, Wyss Center for Bio and Neuroengineering)
chris

Copyright © 2025 KID-PPG - Embedded Systems Lab, EPFL

Designed by WPZOOM