Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansElectromyographyDiaphragmNeural NetworksComputer
Deep Neural Network-Based Detection of Diaphragmatic EMG Activity: From Simulation to Clinical Data.
Abel Torres, Luis Estrada-Petrocelli, Tim Raveling, Marieke L Duiverman
Published: 202510.1109/EMBC58623.2025.11252619
Abstract
Accurate detection of diaphragmatic electromyography (EMGdi) activity is critical for optimizing respiratory support in COPD patients undergoing nocturnal non-invasive ventilation (NIV). Traditional signal processing approaches have demonstrated limi…
Preview only. Read the full abstract at the source