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Publications 2002 2019

2019

A dataset of neonatal EEG recordings with seizure annotations

Stevenson, N. J., Tapani, K., Lauronen, L. & Vanhatalo, S., 5 Mar 2019, In : Scientific data . 6, 8 p., 39.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Automated pose estimation captures key aspects of General Movements at 8-17 weeks from conventional videos

Marchi, V., Hakala, A., Knight, A., D'Acunto, F., Scattoni, M. L., Guzzetta, A. & Vanhatalo, S., 18 Mar 2019, In : Acta Paediatrica. 0, ja

Research output: Contribution to journalArticleScientificpeer-review

Bedside neurophysiological tests can identify neonates with stroke leading to cerebral palsy

Nevalainen, P., Metsäranta, M., Toiviainen-Salo, S., Lönnqvist, T., Vanhatalo, S. & Lauronen, L., May 2019, In : Clinical Neurophysiology. 130, 5, p. 759-766 8 p.

Research output: Contribution to journalArticleScientificpeer-review

Kliininen neurofysiologia

Mervaala, E. (ed.), Haaksiluoto, E. (ed.), Himanen, S-L. (ed.), Jääskeläinen, S. (ed.), Kallio, M. (ed.), Vanhatalo, S. (ed.), Ahtola, E. (ed.) & Rusanen, S. (ed.), 2019, 1. p. ed. Helsinki: Kustannus Oy Duodecim. 438 p.

Research output: Book/ReportBookProfessional

Large-scale brain modes reorganize between infant sleep states and carry prognostic information for preterms

Tokariev, A., Roberts, J. A., Zalesky, A., Zhao, X., Vanhatalo, S., Breakspear, M. & Cocchi, L., 13 Jun 2019, In : Nature Communications. 10, 9 p., 2619.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Neonatal Seizures: Is there a relationship between ictal electro-clinical features and etiology? – A critical appraisal based on a systematic literature review

Nunes, M. L., Yozawitz, E. G., Zuberi, S., Mizrahi, E. M., Cilio, M. R., Moshé, S. L., Plouin, P., Vanhatalo, S. & Pressler, R. M., 2019, In : Epilepsia Open. 0, ja, p. 10-29 20 p.

Research output: Contribution to journalArticleScientificpeer-review

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Preterm Birth Changes Networks of Newborn Cortical Activity

Tokariev, A., Stjerna, S., Lano, A., Metsäranta, M., Palva, J. M. & Vanhatalo, S., Feb 2019, In : Cerebral Cortex. 29, 2, p. 814-826 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Time-Varying EEG Correlations Improve Automated Neonatal Seizure Detection

Tapani, K. T., Vanhatalo, S. & Stevenson, N. J., May 2019, In : International Journal of Neural Systems. 29, 4, 15 p., 1850030.

Research output: Contribution to journalArticleScientificpeer-review

2018

Artifact detection in neonatal EEG using Gaussian mixture models

Kauppila, M., Vanhatalo, S. & Stevenson, N. J., 2018, EMBEC & NBC 2017. Eskola, H., Väisänen, O., Viik, J. & Hyttinen, J. (eds.). SPRINGER-VERLAG SINGAPORE PTE LTD, p. 221-224 4 p. (IFMBE Proceedings; vol. 65).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Designing a trial for neonatal seizure treatment

Stevenson, N. J. & Vanhatalo, S., Jun 2018, In : Seminars in Fetal & Neonatal Medicine. 23, 3, p. 213-217 5 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Evaluation of SEPs in asphyxiated newborns using a 4-electrode aEEG brain monitoring set-up

Nevalainen, P., Marchi, V., Metsäranta, M., Lönnqvist, T., Vanhatalo, S. & Lauronen, L., 2018, In : Clinical neurophysiology practice. 3, p. 122-126 5 p.

Research output: Contribution to journalArticleScientificpeer-review

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Incorporating spike correlations into an SVM-based neonatal seizure detector

Tapani, K. T., Vanhatalo, S. & Stevenson, N. J., 2018, EMBEC & NBC 2017. Eskola, H., Väisänen, O., Viik, J. & Hyttinen, J. (eds.). SPRINGER-VERLAG SINGAPORE PTE LTD, p. 322-325 4 p. (IFMBE Proceedings; vol. 65).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Kipujärjestelmän kehitys ja neonatologinen kipu

Vanhatalo, S., 2018, Kipu. Kalso, E., Haanpää, M., Hamunen, K., Kontinen, V. & Vainio, A. (eds.). 4. uud. p. ed. Helsinki: Duodecim, p. 500-505 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

Playing music to preemies: boosting of soothing the brain?

Vanhatalo, S., Apr 2018, In : Acta Paediatrica. 107, 4, p. 549-550 2 p.

Research output: Contribution to journalEditorialScientific

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

Stevenson, N. J., Lauronen, L. & Vanhatalo, S., Jan 2018, In : Clinical Neurophysiology. 129, 1, p. 265-270 6 p.

Research output: Contribution to journalArticleScientificpeer-review

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2017

A novel measure of reliability in Diffusion Tensor Imaging after data rejections due to subject motion

Sairanen, V., Kuusela, L., Sipilä, O., Savolainen, S. & Vanhatalo, S., 15 Feb 2017, In : NeuroImage. 147, p. 57-65 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Automated classification of neonatal sleep states using EEG

Koolen, N., Oberdorfer, L., Rona, Z., Giordano, V., Werther, T., Klebermass-Schrehof, K., Stevenson, N. & Vanhatalo, S., Jun 2017, In : Clinical Neurophysiology. 128, 6, p. 1100-1108 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Corticokinematic coherence as a new marker for somatosensory afference in newborns

Smeds, E., Vanhatalo, S., Piitulainen, H., Bourguignon, M., Jousmaki, V. & Hari, R., Apr 2017, In : Clinical Neurophysiology. 128, 4, p. 647-655 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Detecting bursts in the EEG of very and extremely premature infants using a multi-feature approach

O'Toole, J. M., Boylan, G. B., Lloyd, R. O., Goulding, R. M., Vanhatalo, S. & Stevenson, N. J., Jul 2017, In : Medical Engineering & Physics. 45, p. 42-50 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Evoked potentials recorded during routine EEG predict outcome after perinatal asphyxia

Nevalainen, P., Marchi, V., Metsäranta, M., Lönnqvist, T., Toiviainen-Salo, S., Vanhatalo, S. & Lauronen, L., Jul 2017, In : Clinical Neurophysiology. 128, 7, p. 1337-1343 7 p.

Research output: Contribution to journalArticleScientificpeer-review

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

Stevenson, N. J., Oberdorfer, L., Koolen, N., O'Toole, J. M., Werther, T., Klebermass-Schrehof, K. & Vanhatalo, S., 11 Oct 2017, In : Scientific Reports. 7, 7 p., 12969.

Research output: Contribution to journalArticleScientificpeer-review

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Neonatal somatosensory evoked potentials persist during hypothermia

Nevalainen, P., Lauronen, L., Metsäranta, M., Lönnqvist, T., Ahtola, E. & Vanhatalo, S., Jun 2017, In : Acta Paediatrica. 106, 6, p. 912-917 6 p.

Research output: Contribution to journalArticleScientificpeer-review

Newborn Brain Function Is Affected by Fetal Exposure to Maternal Serotonin Reuptake Inhibitors

Videman, M., Tokariev, A., Saikkonen, H., Stjerna, S., Heiskala, H., Mantere, O. & Vanhatalo, S., Jun 2017, In : Cerebral Cortex. 27, 6, p. 3208-3216 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

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

Ahtola, E., Stjerna, S., Stevenson, N. & Vanhatalo, S., 2017, In : Clinical neurophysiology practice. 2, p. 81 - 90 10 p.

Research output: Contribution to journalArticleScientificpeer-review

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2016

Advanced EEG and MRI Measurements to Study the Functional Development of the Newborn Brain

Vanhatalo, S. & Fransson, P., 2016, PRENATAL AND POSTNATAL DETERMINANTS OF DEVELOPMENT. Walker, DW. (ed.). 1 ed. Humana Press, Vol. 109. p. 53-68 16 p. (Neuromethods).

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Analysis of infant cortical synchrony is constrained by the number of recording electrodes and the recording montage

Tokariev, A., Vanhatalo, S. & Palva, J. M., Jan 2016, In : Clinical Neurophysiology. 127, 1, p. 310-323 14 p.

Research output: Contribution to journalArticleScientificpeer-review

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EARLY DEVELOPMENT OF SYNCHRONY IN CORTICAL ACTIVATIONS IN THE HUMAN

Koolen, N., Dereymaeker, A., Rasanen, O., Jansen, K., Vervisch, J., Matic, V., Naulaers, G., De Vos, M., Van Huffel, S. & Vanhatalo, S., 13 May 2016, In : Neuroscience. 322, p. 298-307 10 p.

Research output: Contribution to journalArticleScientificpeer-review

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Effects of prenatal antiepileptic drug exposure on newborn brain activity

Videman, M., Tokariev, A., Stjerna, S., Roivainen, R., Gaily, E. & Vanhatalo, S., Feb 2016, In : Epilepsia. 57, 2, p. 252-262 11 p.

Research output: Contribution to journalArticleScientificpeer-review

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

O'Toole, J. M., Boylan, G. B., Vanhatalo, S. & Stevenson, N. J., Aug 2016, In : Clinical Neurophysiology. 127, 8, p. 2910-2918 9 p.

Research output: Contribution to journalArticleScientificpeer-review

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Evidence for spared attention to faces in 7-month-old infants after prenatal exposure to antiepileptic drugs

Videman, M., Stjerna, S., Roivainen, R., Nybo, T., Vanhatalo, S., Gaily, E. & Leppanen, J. M., Nov 2016, In : Epilepsy & Behavior. 64, p. 62-68 7 p.

Research output: Contribution to journalArticleScientificpeer-review

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Functional Brain Connectivity Develops Rapidly Around Term Age and Changes Between Vigilance States in the Human Newborn

Tokariev, A., Videman, M., Palva, J. M. & Vanhatalo, S., Dec 2016, In : Cerebral Cortex. 26, 12, p. 4540-4550 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Mitä vauvan katse kertoo?

Lano, A., Metsäranta, M. & Vanhatalo, S., 2016, In : Suomen lääkärilehti. 71, 4, p. 206 1 p.

Research output: Contribution to journalArticleScientific

Testing brains with burst suppressions

Vanhatalo, S., Aug 2016, In : Clinical Neurophysiology. 127, 8, p. 2919-2920 2 p.

Research output: Contribution to journalArticleScientific

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

Stevenson, N. J., Boylan, G. B., Hellstrom-Westas, L. & Vanhatalo, S., 8 Nov 2016, In : PLoS One. 11, 11, 14 p., 0165693.

Research output: Contribution to journalArticleScientificpeer-review

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2015

Bumetanide for the treatment of seizures in newborn babies with hypoxic ischaemic encephalopathy (NEMO): an open-label, dose finding, and feasibility phase 1/2 trial

Pressler, R. M., Boylan, G. B., Marlow, N., Blennow, M., Chiron, C., Cross, J. H., de Vries, L. S., Hallberg, B., Hellstrom-Westas, L., Jullien, V., Livingstone, V., Mangum, B., Murphy, B., Murray, D., Pons, G., Rennie, J., Swarte, R., Toet, M. C., Vanhatalo, S., Zohar, S. & 2 othersNEonatal Seizure Treatment Medicat & Metsäranta, M., May 2015, In : Lancet Neurology. 14, 5, p. 469-477 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Cumulative deviance scores can be used as an alternative to the Hammersmith Neonatal Neurological Examination in scientific research

Stjerna, S., Lano, A., Metsäranta, M. & Vanhatalo, S., Sep 2015, In : Acta Paediatrica. 104, 9, p. E414-E416 3 p.

Research output: Contribution to journalArticleScientificpeer-review

Data-driven metric representing the maturation of preterm EEG

Koolen, N., Dereymaeker, A., Rasanen, O., Jansen, K., Vervisch, J., Matic, V., De Vos, M., Naulaers, G., Van Huffel, S. & Vanhatalo, S., 2015, IEEE Engineering in Medicine and Biology Society. Conference. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society. NEW YORK: IEEE, p. 1492-1495 4 p. (IEEE Engineering in Medicine and Biology Society Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Early Brain Activity Relates to Subsequent Brain Growth in Premature Infants

Benders, M. J., Palmu, K., Menache, C., Borradori-Tolsa, C., Lazeyras, F., Sizonenko, S., Dubois, J., Vanhatalo, S. & Hueppi, P. S., Sep 2015, In : Cerebral Cortex. 25, 9, p. 3014-3024 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Early Detection of Preterm Intraventricular Hemorrhage From Clinical Electroencephalography

Iyer, K. K., Roberts, J. A., Hellstrom-Westas, L., Wikstrom, S., Pupp, I. H., Ley, D., Breakspear, M. & Vanhatalo, S., Oct 2015, In : Critical Care Medicine. 43, 10, p. 2219-2227 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Interobserver agreement for neonatal seizure detection using multichannel EEG

Stevenson, N. J., Clancy, R. R., Vanhatalo, S., Rosén, I., Rennie, J. M. & Boylan, G. B., 2015, In : Annals of Clinical and Translational Neurology. 2, 11, p. 1002-1011 10 p.

Research output: Contribution to journalArticleScientificpeer-review

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Objective differentiation of neonatal EEG background grades using detrended fluctuation analysis

Matic, V., Cherian, P. J., Koolen, N., Ansari, A. H., Naulaers, G., Govaert, P., Van Huffel, S., De Vos, M. & Vanhatalo, S., 23 Apr 2015, In : Frontiers in Human Neuroscience . 9, 14 p., 189.

Research output: Contribution to journalArticleScientificpeer-review

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Structural damage in early preterm brain changes the electric resting state networks

Omidvarnia, A., Metsäranta, M., Lano, A. & Vanhatalo, S., 15 Oct 2015, In : NeuroImage. 120, p. 266-273 8 p.

Research output: Contribution to journalArticleScientificpeer-review

The effect of fontanel on scalp EEG potentials in the neonate

Gargiulo, P., Belfiore, P., Fridgeirsson, A., Vanhatalo, S. & Ramon, C., Sep 2015, In : Clinical Neurophysiology. 126, 9, p. 1703-1710 8 p.

Research output: Contribution to journalArticleScientificpeer-review

Visual Fixation in Human Newborns Correlates with Extensive White Matter Networks and Predicts Long-Term Neurocognitive Development

Stjerna, S., Sairanen, V., Grohn, R., Andersson, S., Metsäranta, M., Lano, A. & Vanhatalo, S., 25 Mar 2015, In : Journal of Neuroscience. 35, 12, p. 4824-4829 6 p.

Research output: Contribution to journalArticleScientificpeer-review

y Cortical burst dynamics predict clinical outcome early in extremely preterm infants

Iyer, K. K., Roberts, J. A., Hellstrom-Westas, L., Wikstrom, S., Pupp, I. H., Ley, D., Vanhatalo, S. & Breakspear, M., 1 Aug 2015, In : Brain : a journal of neurology. 138, p. 2206-2218 13 p.

Research output: Contribution to journalArticleScientificpeer-review

2014

Critical role for resource constraints in neural models

Roberts, J. A., Iyer, K. K., Vanhatalo, S. & Breakspear, M., 2014, In : Frontiers in Systems Neuroscience. 8, p. 1-5 5 p., 154.

Research output: Contribution to journalArticleScientificpeer-review

Drug effects on endogenous brain activity in preterm babies

Malk, K., Metsäranta, M. & Vanhatalo, S., Feb 2014, In : Brain & Development. 36, 2, p. 116-123 8 p.

Research output: Contribution to journalArticleScientificpeer-review

Dynamic Eye Tracking Based Metrics for Infant Gaze Patterns in the Face-Distractor Competition Paradigm

Ahtola, E., Stjerna, S., Yrttiaho, S., Nelson, C. A., Leppänen, J. M. & Vanhatalo, S., 20 May 2014, In : PLoS One. 9, 5, 11 p., e97299.

Research output: Contribution to journalArticleScientificpeer-review

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