3 papers · 1 filter
An Active Dry-Contact Continuous EEG Monitoring System for Seizure Detection Applications in Clinical Neurophysiology
Nima L. Wickramasinghe, Dinuka Sandun Udayantha, Akila Abeyratne +5
Objective: Young children and infants, especially newborns, are highly susceptible to seizures, which, if undetected and untreated, can lead to severe long-term neurological conseq…
A Patient-Independent Neonatal Seizure Prediction Model Using Reduced Montage EEG and ECG
Sithmini Ranasingha, Agasthi Haputhanthri, Hansa Marasinghe +5
Neonates are highly susceptible to seizures, often leading to short or long-term neurological impairments. However, clinical manifestations of neonatal seizures are subtle and ofte…
Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection
Dinuka Sandun Udayantha, Kavindu Weerasinghe, Nima Wickramasinghe +5
The neonatal period is the most vulnerable time for the development of seizures. Seizures in the immature brain lead to detrimental consequences, therefore require early diagnosis.…