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Publications 2002 2019

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Conference contribution
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

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

2015

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

2012

EEG Amplitude and Correlation Spatial Decay Analysis for Neonatal Head Modelling

Odabaee, M., Layeghy, S., Mesbah, M., Azemi, G., Boashash, B., Golditz, P. & Vanhatalo, S., 2012, 2012 11th International Conference on Information Science, Signal Processing and their Applications . Institute of Electrical and Electronics Engineers, p. 882-887 6 p.

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

Generalised phase synchrony within multivariate signals: An emerging concept in time-frequency analysis

Omidvarnia, A., Boashash, B., Azemi, G., Golditz, P. & Vanhatalo, S., 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing . Institute of Electrical and Electronics Engineers, p. 3417-3420 4 p. (IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings ; vol. 2012).

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

Generalized Mean Phase Coherence for Asynchrony Abnormality Detection in Multichannel Newborn EEG

Omidvarnia, A., Vanhatalo, S., Mesbah, M., Azemi, G., Golditz, P. & Boashash, B., 2012, 2012 11th International Conference on Information Science, Signal Processing and their Applications . Institute of Electrical and Electronics Engineers, p. 274-279 6 p.

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

Orthogonalized Partial Directed Coherence for Functional Connectivity Analysis of Newborn EEG

Omidvarnia, A. H., Azemi, G., Boashash, B., O'Toole, J. M., Colditz, P. & Vanhatalo, S., 2012, Neural Information Processing: 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part II. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Springer-Verlag, p. 683-691 8 p. (Lecture Notes in Computer Science; vol. 7664).

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