Fatigue Assessment using ECG and Actigraphy Sensors

This repository is the implementation of "Fatigue Assessment using ECG and Actigraphy Sensors" ISWC-2020. Due to consortium regulation, the data cannot be made public for the time being.

Interpretable Model

The detial of the interpretable model is shown in run_ml_3.py

Deep learning Model

The detial of the deep learning model is shown in run_dl.py and model.py

Citation

If you use the code in your research, please cite the following publication.

@inproceedings{bai2020fatigue,
  title={Fatigue Assessment using ECG and Actigraphy Sensors},
  author={Bai, Yang and Guan, Yu and Ng, Wan-Fai},
  booktitle={Proceedings of the 24th International Symposium on Wearable Computers},
  pages={12--16},
  year={2020},
  doi = {10.1145/3410531.3414308}
}