Toward Early Detection and Monitoring of Chronic Heart Failure Using Heart Sounds

@inproceedings{Gjoreski2019TowardED,
  title={Toward Early Detection and Monitoring of Chronic Heart Failure Using Heart Sounds},
  author={Martin Gjoreski and Anton Gradi{\vs}ek and Borut Budna and Matja{\vz} Gams and Gregor Poglajen},
  booktitle={Intelligent Environments},
  year={2019}
}
Machine Learning and End-to-End Deep Learning for the Detection of Chronic Heart Failure From Heart Sounds
TLDR
The proposed method shows promising results both for the distinction of recordings between healthy subjects and patients and for the detection of different CHF phases, which may lead to the easier identification of new CHF patients and the development of home-based CHF monitors for avoiding hospitalizations.