A deep learning-based electrocardiogram risk score for long term cardiovascular death and disease.
J. Weston HughesJames E. TooleyJessica Torres SotoAnna OstropoletsTim PoteruchaMatthew ChristensenNeal YuanBen EhlertDhamanpreet KaurGuson KangAlbert J. RogersSanjiv M. NarayanPierre EliasDavid OuyangEuan A. AshleyJames ZouMarco V. PerezPublished in: npj Digit. Medicine (2023)
Keyphrases
- deep learning
- long term
- risk factors
- heart rate
- cardiovascular disease
- unsupervised learning
- unsupervised feature learning
- risk assessment
- risk management
- machine learning
- restricted boltzmann machine
- deep architectures
- ecg signals
- mental models
- weakly supervised
- pattern recognition
- supervised learning
- object recognition
- decision making