Deep Neural Network Based Cough Detection Using Bed-Mounted Accelerometer Measurements
Deep Neural Network Based Cough Detection Using Bed-Mounted Accelerometer Measurements
We have performed cough detection based on measurements from an accelerometer attached to the patient's bed. This form of monitoring is less intrusive than body-attached accelerometer sensors, and sidesteps privacy concerns encountered when using audio for cough detection. For our experiments, we have compiled a manually-annotated dataset containing the acceleration …