Back to basics: the neuronal substrates and mechanisms that underlie the electroencephalogram in premature neonates
Electroencephalography is the only clinically available technique that can address the
premature neonate normal and pathological functional development week after week. The …
premature neonate normal and pathological functional development week after week. The …
Early brain activity: translations between bedside and laboratory
Neural activity is both a driver of brain development and a readout of developmental
processes. Changes in neuronal activity are therefore both the cause and consequence of …
processes. Changes in neuronal activity are therefore both the cause and consequence of …
Machine learning for the early prediction of infants with electrographic seizures in neonatal hypoxic‐ischemic encephalopathy
AM Pavel, JM O'Toole, J Proietti, V Livingstone… - …, 2023 - Wiley Online Library
Objective To assess if early clinical and electroencephalography (EEG) features predict later
seizure development in infants with hypoxic‐ischemic encephalopathy (HIE). Methods …
seizure development in infants with hypoxic‐ischemic encephalopathy (HIE). Methods …
Time-varying EEG correlations improve automated neonatal seizure detection
KT Tapani, S Vanhatalo… - International journal of …, 2019 - World Scientific
The aim of this study was to develop methods for detecting the nonstationary periodic
characteristics of neonatal electroencephalographic (EEG) seizures by adapting estimates …
characteristics of neonatal electroencephalographic (EEG) seizures by adapting estimates …
Deep learning for EEG seizure detection in preterm infants
EEG is the gold standard for seizure detection in the newborn infant, but EEG interpretation
in the preterm group is particularly challenging; trained experts are scarce and the task of …
in the preterm group is particularly challenging; trained experts are scarce and the task of …
NEURAL: quantitative features for newborn EEG using Matlab
Background: For newborn infants in critical care, continuous monitoring of brain function can
help identify infants at-risk of brain injury. Quantitative features allow a consistent and …
help identify infants at-risk of brain injury. Quantitative features allow a consistent and …
Clamping the umbilical cord in premature deliveries (CUPiD): neuromonitoring in the immediate newborn period in a randomized, controlled trial of preterm infants …
D Finn, DH Ryan, A Pavel, JM O'Toole… - The Journal of …, 2019 - Elsevier
Objective To compare cerebral activity and oxygenation in preterm infants (< 32 weeks of
gestation) randomized to different cord clamping strategies. Study design Preterm infants …
gestation) randomized to different cord clamping strategies. Study design Preterm infants …
Quantitative preterm EEG analysis: the need for caution in using modern data science techniques
JM O'Toole, GB Boylan - Frontiers in pediatrics, 2019 - frontiersin.org
Hemodynamic changes during neonatal transition increase the vulnerability of the preterm
brain to injury. Real-time monitoring of brain function during this period would help identify …
brain to injury. Real-time monitoring of brain function during this period would help identify …
Electroencephalographic studies in growth-restricted and small-for-gestational-age neonates
Foetal growth restriction (FGR) and being born small for gestational age (SGA) are
associated with neurodevelopmental delay. Early diagnosis of neurological damage is …
associated with neurodevelopmental delay. Early diagnosis of neurological damage is …
Temporal evolution of quantitative EEG within 3 days of birth in early preterm infants
For the premature newborn, little is known about changes in brain activity during transition to
extra-uterine life. We aim to quantify these changes in relation to the longer-term maturation …
extra-uterine life. We aim to quantify these changes in relation to the longer-term maturation …