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    • Feature Learning for Blood Pressure Estimation from Photoplethysmography 

      Aguet, Clémentine; Zaen, Jérôme Van; Jorge, João; Proença, Martin; Bonnier, Guillaume; Frossard, Pascal; Lemay, Mathieu (2021-11)
      Blood pressure (BP) is an important indicator for prevention and management of cardiovascular diseases. Alongside the improvement in sensors and wearables, photoplethysmography (PPG) appears to be a promising technology ...
    • Generative Pre-Trained Transformer for Cardiac Abnormality Detection 

      Gaudilliere, Pierre Louis; Sigurthorsdottir, Halla; Aguet, Clémentine; Van Zaen, Jérôme; Lemay, Mathieu; Delgado-Gonzalo, Ricard (2021-09-13)
      ECG heartbeat classi?cation plays a vital role in diagnosis of cardiac arrhythmia. The goal of the Physionet/CinC 2021 challenge was to accurately classify clinical diagnosis based on 12, 6, 4, 3 or 2-lead ECG recordings ...