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Deep Learning for Proactive Care

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  • An assessment of algorithms to estimate respiratory rate from the electrocardiogram and photoplethysmogram
     

  • Heart beat classification from single-lead ECG using the synchrosqueezing transform
     

  • Arrhythmia detection in single-lead ECG by combining beat and rhythm-level information
     

  • Use of a Single-Lead ECG in the Detection of Congenital Heart Disease
     

  • Detecting atrial fibrillation from short single lead ECGs using statistical and morphological features

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