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Communication Dans Un Congrès Année : 2018

Early detection of Cheyne-Stokes breathing via ECG-derived respiration in patients with severe heart failure: a pilot study

Résumé

We present in this paper a preliminary study for detecting early pattern of Cheyne-Stokes Breathing using a single electrocardiogram signal in patients with severe heart failure. Two ECG-derived respiration signals, namely Heart-Rate and R-Wave Amplitude, are computed and jointly used to estimate different respiratory events, respiratory rate and amplitude modulation. Three patients whose respiration goes from normal to severe CSB are used to test our method. Results show good performance for the detection of breathing cycles compared with the ventilation signal and the final classification based on respiratory events, AHI, amplitude modulation reveals exact correlation with the expert.
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Dates et versions

hal-01925852 , version 1 (17-11-2018)

Identifiants

  • HAL Id : hal-01925852 , version 1

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Pauline Guyot, Bruno Chenuel, El-Hadi Djermoune, Thierry Bastogne. Early detection of Cheyne-Stokes breathing via ECG-derived respiration in patients with severe heart failure: a pilot study. 45th Computing in Cardiology Conference, CinC 2018, Sep 2018, Maastricht, Netherlands. ⟨hal-01925852⟩
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