Neonatal EEG linked to individual differences in socioemotional outcomes and autism risk in toddlers.
Sign Up to like & getrecommendations! Published in 2019 at "Developmental psychobiology"
DOI: 10.1002/dev.21870
Abstract: Research using electroencephalography (EEG) as a measure of brain function and maturation has demonstrated links between cortical activity and cognitive processes during infancy and early childhood. The current study examines whether neonatal EEG is correlated… read more here.
Keywords: eeg linked; risk; individual differences; neonatal eeg ... See more keywords
Assessment of neonatal EEG background and neurodevelopment in full-term small for their gestational age infants.
Sign Up to like & getrecommendations! Published in 2019 at "Pediatric research"
DOI: 10.1038/s41390-019-0693-0
Abstract: BACKGROUND Delayed brain function development in small-gestational-age (SGA) infants has been reported. We aimed to quantify rates of immature neonatal EEG patterns and their association with neurodevelopment in SGA full-term neonates. METHODS Using a cohort… read more here.
Keywords: term; full term; small gestational; neonatal eeg ... See more keywords
Optical Flow Estimation Improves Automated Seizure Detection in Neonatal EEG
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Clinical Neurophysiology"
DOI: 10.1097/wnp.0000000000000767
Abstract: Purpose: Existing automated seizure detection algorithms report sensitivities between 43% and 77% and specificities between 56% and 90%. The algorithms suffer from false alarms when applied to neonatal EEG because of the high degree of… read more here.
Keywords: seizure detection; neonatal eeg; optical flow; automated seizure ... See more keywords
Modelling neonatal EEG using multi-output Gaussian processes
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3159653
Abstract: Neonatal seizures are sudden events in brain activity with detrimental effects in neurological functions usually related to epileptic fits. Though neonatal seizures can be identified from electroencephalography (EEG), this is a challenging endeavour since expert… read more here.
Keywords: multi output; output gaussian; eeg; neonatal eeg ... See more keywords
Building an Open Source Classifier for the Neonatal EEG Background: A Systematic Feature-Based Approach From Expert Scoring to Clinical Visualization
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Human Neuroscience"
DOI: 10.3389/fnhum.2021.675154
Abstract: Neonatal brain monitoring in the neonatal intensive care units (NICU) requires a continuous review of the spontaneous cortical activity, i.e., the electroencephalograph (EEG) background activity. This needs development of bedside methods for an automated assessment… read more here.
Keywords: eeg background; classifier; visualization; neonatal eeg ... See more keywords