Abnormal Cardiac Rhythm Detection Based on Photoplethysmography Signals and a Recurrent Neural Network.
Loïc JeanningrosJérôme Van ZaenClémentine AguetMathieu Le BloaAlessandra PorrettaCheryl TeresClaudia HerreraGiulia DomenichiniPatrizio PascaleAdrian LucaJorge Solana MuñozJean-Marc VesinJean-Philippe ThiranEtienne PruvotMathieu LemayFabian BraunPublished in: CinC (2023)
Keyphrases
- anomaly detection
- false positives
- signal detection
- low signal to noise ratio
- detection accuracy
- detection algorithm
- phase locked
- patient specific
- false alarms
- abnormal behavior
- ecg signals
- automatic detection
- signal processing
- object detection
- three dimensional
- data sets
- detection rate
- detection method
- spectral analysis
- image analysis
- heart rate variability
- electrical activity
- weak signal
- neural network