University of Bologna

BrainFuseNet: Enhancing Wearable Seizure Detection through EEG-PPG-accelerometer Sensor Fusion and Efficient Edge Deployment

BrainFuseNet: Enhancing Wearable Seizure Detection through EEG-PPG-accelerometer Sensor Fusion and Efficient Edge Deployment Thorir Mar Ingolfsson, Xiaying Wang, Simone Benatti, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Sandor Beniczky, Luca Benini, Andrea Cossettini 30 Apr 2024 University of Bologna, ETH Zurich Read more Download paper in pdf

2024-05-30T14:12:01+02:00

Minimizing artifact-induced false-alarms for seizure detection in wearable EEG devices with gradient-boosted tree classifiers

Minimizing artifact-induced false-alarms for seizure detection in wearable EEG devices with gradient-boosted tree classifiers Thorir Mar Ingolfsson, Simone Benatti, Xiaying Wang, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Sandor Beniczky, Luca Benini & Andrea Cossettini 05 Feb 2024 University of Bologna, ETH Zurich, University of Modena and Reggio Emilia, Lausanne University Hospital, Danish Epilepsy [...]

2024-05-30T14:28:00+02:00

Reducing False Alarms in Wearable Seizure Detection with EEGformer: A Compact Transformer Model for MCUs

Reducing False Alarms in Wearable Seizure Detection with EEGformer: A Compact Transformer Model for MCUs By Paola Busia, Andrea Cossettini, Thorir M Ingolfsson, Simone Benatti, Alessio Burrello, Victor J B Jung, Moritz Scherer, Matteo A Scrugli, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Paolo Meloni, Luca Benini 23 Jan 2024 University of Cagliari, University [...]

2024-05-14T10:53:03+02:00

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