3 papers
cs.HC2026
Circadian Phase Locking of Epilepsy Seizures in Wearable Data: A Single-Patient Case Study
Berenika Ewart-James, Matthew Wragg, Nawid Keshtmand +3
Epilepsy is a common, chronic neurological disorder characterized by recurrent seizures caused by sudden bursts of abnormal electrical activity in the brain. Seizures can often be…
cs.LG2026
KnowEEG: Explainable Knowledge Driven EEG Classification
Amarpal Sahota, Navid Mohammadi Foumani, Raul Santos-Rodriguez +1
Electroencephalography (EEG) is a method of recording brain activity that shows significant promise in applications ranging from disease classification to emotion detection and bra…
q-bio.NC2024
Investigating Brain Connectivity and Regional Statistics from EEG for early stage Parkinson's Classification
Amarpal Sahota, Amber Roguski, Matthew W Jones +2
We evaluate the effectiveness of combining brain connectivity metrics with signal statistics for early stage Parkinson's Disease (PD) classification using electroencephalogram data…