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An analyzer for preterm EEG

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Publications

Artifact detection in neonatal EEG using Gaussian mixture models

Author(s): Minna Kauppila, Sampsa Vanhatalo, Nathan J. Stevenson
Published in: European Medical and Biological Engineering Confernce, 2017, Page(s) 221-224

Incorporating spike correlations into an SVM-based neonatal seizure detector

Author(s): Karoliina T. Tapani, Sampsa Vanhatalo, Nathan J. Stevenson
Published in: European Medical and Biological Engineering Confernce, 2017, Page(s) 322-325

Functional maturation in preterm infants measured by serial recording of cortical activity

Author(s): N. J. Stevenson, L. Oberdorfer, N. Koolen, J. M. O’Toole, T. Werther, K. Klebermass-Schrehof, S. Vanhatalo
Published in: Scientific Reports, Issue 7/1, 2017, ISSN 2045-2322
DOI: 10.1038/s41598-017-13537-3

The effect of reducing EEG electrode number on the visual interpretation of the human expert for neonatal seizure detection

Author(s): Nathan J Stevenson, Leena Lauronen, Sampsa Vanhatalo
Published in: Clinical Neurophysiology, 2017, ISSN 1388-2457
DOI: 10.1016/j.clinph.2017.10.031

Estimating functional brain maturity in very and extremely preterm neonates using automated analysis of the electroencephalogram

Author(s): J.M. O’Toole, G.B. Boylan, S. Vanhatalo, N.J. Stevenson
Published in: Clinical Neurophysiology, Issue 127/8, 2016, Page(s) 2910-2918, ISSN 1388-2457
DOI: 10.1016/j.clinph.2016.02.024

Treatment Trials for Neonatal Seizures: The Effect of Design on Sample Size

Author(s): Nathan J. Stevenson, Geraldine B. Boylan, Lena Hellström-Westas, Sampsa Vanhatalo
Published in: PLOS ONE, Issue 11/11, 2016, Page(s) e0165693, ISSN 1932-6203
DOI: 10.1371/journal.pone.0165693

Automated classification of neonatal sleep states using EEG

Author(s): Ninah Koolen, Lisa Oberdorfer, Zsofia Rona, Vito Giordano, Tobias Werther, Katrin Klebermass-Schrehof, Nathan Stevenson, Sampsa Vanhatalo
Published in: Clinical Neurophysiology, 2017, ISSN 1388-2457
DOI: 10.1016/j.clinph.2017.02.025

Use of eye tracking improves the detection of evoked responses to complex visual stimuli during EEG in infants

Author(s): Eero Ahtola, Susanna Stjerna, Nathan Stevenson, Sampsa Vanhatalo
Published in: Clinical Neurophysiology Practice, Issue 2, 2017, Page(s) 81-90, ISSN 2467-981X
DOI: 10.1016/j.cnp.2017.03.002