145 citations · 291 across the 14 of their papers we have counts for
5 papers · 1 filter
Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms
Mark O'Sullivan, Sergi Gomez, Alison O'Shea +6
This paper proposes and implements an intuitive and pervasive solution for neonatal EEG monitoring assisted by sonification and deep learning AI that provides information about neo…
On sound-based interpretation of neonatal EEG
Sergi Gomez, Mark O'Sullivan, Emanuel Popovici +3
Significant training is required to visually interpret neonatal EEG signals. This study explores alternative sound-based methods for EEG interpretation which are designed to allow…
Heart Rate Variability during Periods of Low Blood Pressure as a Predictor of Short-Term Outcome in Preterms
Oksana Semenova, Giorgia Carra, Gordon Lightbody +3
Efficient management of low blood pressure (BP) in preterm neonates remains challenging with a considerable variability in clinical practice. The ability to assess preterm wellbein…
System Level Framework for Assessing the Accuracy of Neonatal EEG Acquisition
Mark O'Sullivan, Emanuel Popovici, Andrea Bocchino +3
Significant research has been conducted in recent years to design low-cost alternatives to the current EEG monitoring systems used in healthcare facilities. Testing such systems on…
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance
Alison O'Shea, Gordon Lightbody, Geraldine Boylan +1
This study presents a novel, deep, fully convolutional architecture which is optimized for the task of EEG-based neonatal seizure detection. Architectures of different depths were…