Sampsa Vanhatalo

Latest

• Mechanisms underlying pathological cortical bursts during metabolic depletion
• Bedside tracking of functional autonomic age in preterm infants
• Automated detection of artefacts in neonatal EEG with residual neural networks
• Automated cot-side tracking of functional brain age in preterm infants with routine EEG monitoring
• Reliability and accuracy of EEG interpretation for estimating age in preterm infants
• Large-scale brain modes reorganize between infant sleep states and carry prognostic information for preterms
• Cortical burst dynamics predict clinical outcome early in extremely preterm infants
• Early detection of preterm intraventricular hemorrhage from clinical electroencephalography
• Critical role for resource constraints in neural models
• Novel features of early burst suppression predict outcome after birth asphyxia
• Scale-free bursting in human cortex following hypoxia at birth