Remote atrial fibrillation burden estimation using deep recurrent neural network

no code implementations • 5 Aug 2020 • Armand Chocron, Julien Oster, Shany Biton, Mandel Franck, Meyer Elbaz, Yehoshua Y. Zeevi, Joachim Behar

The generalizations of ArNet and XGB were also evaluated on the independent test PhysioNet LTAF database.

Electrocardiography (ECG) Time Series +1

Digital biomarkers and artificial intelligence for mass diagnosis of atrial fibrillation in a population sample at risk of sleep disordered breathing

no code implementations • 29 Jul 2020 • Armand Chocron, Roi Efraim, Franck Mandel, Michael Rueschman, Niclas Palmius, Thomas Penzel, Meyer Elbaz, Joachim A. Behar

However, there is incentive in performing screening for specific at risk groups such as individuals suspected of sleep-disordered breathing where an important association between AF and obstructive sleep apnea (OSA) has been demonstrated.

Time Series Analysis