baiyang4/sjogrens_questionnaire

Fatigue Assessment using ECG and Actigraphy Sensors (ISWC 2020)

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}
}

sjogrens_questionnaire's Issues

Model weights and availability of the data

Hey,
I was impressed by the work you did.
I saw that there is a problem right now to release the data described in the article. So I wanted to know if there is any expectation of its availability for download.
In addition, I would be happy to know if there is a possibility that you will share the weights of the trained model.

thank you very much