632 citations · 1.7k across the 18 of their papers we have counts for
3 papers · 1 filter
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital
Jingwei Zhang, Lauren Swinnen, Christos Chatzichristos +23
Objective: Most current wearable tonic-clonic seizure (TCS) detection systems are based on extra-cerebral signals, such as electromyography (EMG) or accelerometry (ACC). Although m…
Monitoring Depression in Bipolar Disorder using Circadian Measures from Smartphone Accelerometers
Oliver Carr, Fernando Andreotti, Kate E. A. Saunders +3
Current management of bipolar disorder relies on self-reported questionnaires and interviews with clinicians. The development of objective measures of deteriorating mood may also a…
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging
Huy Phan, Oliver Y. Chén, Minh C. Tran +3
Automating sleep staging is vital to scale up sleep assessment and diagnosis to serve millions experiencing sleep deprivation and disorders and enable longitudinal sleep monitoring…