Since 2016, CYBERnano has been working in collaboration with Banook company on different data science challenges in Cardiac Safety Assessment studies

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Automatic Delineation of 12 channels ECG

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Full morphologic analysis of ECG beating

 

 

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Analysis of Holter signals

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References:

[1] P. Guyot, E.-H. Djermoune, T. Bastogne, and B. Chenuel, “A single ECG lead-based oscillation index for the quantification of periodic breathing in severe heart failure patients,” in 27th European Signal Processing Conference, EUSIPCO 2019, (Coruna, Spain), Sept. 2019.
[2] P. Guyot, B. Chenuel, E.-H. Djermoune, and T. Bastogne, “Early detection of Cheyne-Stokes breathing via ECG-derived respiration in patients with severe heart failure: A pilot study,” in Proc of the 45-th Computing in Cardiology conference, (Maastricht, Netherlands), September 23-26 2018.
[3] P. Guyot, P. Voiriot, E. Djermoune, S. Papelier, C. Lessard, M. Felices, and T. Bastogne, “R-peak detection in holter ECG signals using non-negative matrix factorization,” in Proc of the 45-th Computing in Cardiology conference, (Maastricht, Netherlands), September 23-26 2018.
[4] P. Guyot, P. Voiriot, S. Papelier, L. Batista, and T. Bastogne, “A comparison of methods for delineation of wave boundaries in 12 Lead ECG,” in Proc of the SPS Annual Meeting, (Berlin, Germany), September 24-27 2017.

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Reference:

[1] L. Batista, Identification de systèmes dynamiques linéaires à effets mixtes – Applications aux dynamiques de populations cellulaires. PhD thesis, Université de Lorraine, Décembre 2017.