A two-layer bidirectional GRU classifier on heart rate and mean blood pressure time series is reported to detect syncope about ten minutes before a manual marker at roughly 90% accuracy.
Fall prediction and prevention sys- tems: Recent trends, challenges, and future research directions.Sensors, 17(11), 2017
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Falls Prediction in eldery people using Gated Recurrent Units
A two-layer bidirectional GRU classifier on heart rate and mean blood pressure time series is reported to detect syncope about ten minutes before a manual marker at roughly 90% accuracy.