Publications by authors named "Jukka Kortelainen"

30Publications

A Correlation-Driven Mapping For Deep Learning application in detecting artifacts within the EEG.

J Neural Eng 2020 Oct 15;17(5):056018. Epub 2020 Oct 15.

Physiological Signal Analysis Team, Center for Machine Vision and Signal Analysis, MRC Oulu, University of Oulu, Oulu, Finland.

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http://dx.doi.org/10.1088/1741-2552/abb5bdDOI Listing
October 2020

Forehead electrodes sufficiently detect propofol-induced slow waves for the assessment of brain function after cardiac arrest.

J Clin Monit Comput 2020 Feb 20;34(1):105-110. Epub 2019 Feb 20.

Research Group of Surgery, Anaesthesiology and Intensive Care, Medical Faculty, University of Oulu, P.O. Box 5000, 90014, Oulu, Finland.

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http://dx.doi.org/10.1007/s10877-019-00282-3DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6946726PMC
February 2020

Novel Modeling of Somatosensory Evoked Potentials for the Assessment of Spinal Cord Injury.

IEEE Trans Biomed Eng 2018 03 2;65(3):511-520. Epub 2017 May 2.

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http://dx.doi.org/10.1109/TBME.2017.2700498DOI Listing
March 2018

Pilot Study of Propofol-induced Slow Waves as a Pharmacologic Test for Brain Dysfunction after Brain Injury.

Anesthesiology 2017 01;126(1):94-103

From the Physiological Signal Analysis Team, Center for Machine Vision and Signal Analysis, Medical Research Center Oulu (J.Kortelainen, E.V., T.S.), Department of Clinical Neurophysiology, Medical Research Center Oulu (J.Kortelainen, U.H.), Unit of Surgery, Anaesthesia and Intensive Care, Medical Faculty (J.L., J.Koskenkari, S.A., T.A.-K.), Division of Intensive Care Medicine, Medical Research Center Oulu (J.L., J.Koskenkari, T.A.-K.), and Department of Anaesthesiology, Medical Research Center Oulu (S.A.), University of Oulu and Oulu University Hospital, Oulu, Finland; and Department of Clinical Pharmacology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland (J.T.B.).

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http://dx.doi.org/10.1097/ALN.0000000000001385DOI Listing
January 2017

Natural Progression of Spinal Cord Transection Injury and Reorganization of Neural Pathways.

J Neurotrauma 2016 12 27;33(24):2191-2201. Epub 2016 Jun 27.

4 Department of Orthopedic Surgery, National University of Singapore , Singapore .

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http://dx.doi.org/10.1089/neu.2015.4383DOI Listing
December 2016

Automatic Parametrization of Somatosensory Evoked Potentials With Chirp Modeling.

IEEE Trans Neural Syst Rehabil Eng 2016 09 5;24(9):981-992. Epub 2016 Feb 5.

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http://dx.doi.org/10.1109/TNSRE.2016.2525829DOI Listing
September 2016

Assessing EEG slow wave activity during anesthesia using Hilbert-Huang Transform.

Annu Int Conf IEEE Eng Med Biol Soc 2015 ;2015:117-20

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http://dx.doi.org/10.1109/EMBC.2015.7318314DOI Listing
October 2016

Prolonged Local Hypothermia Has No Long-Term Adverse Effect on the Spinal Cord.

Ther Hypothermia Temp Manag 2015 Sep 9;5(3):152-62. Epub 2015 Jun 9.

1 Singapore Institute for Neurotechnology, National University of Singapore , Singapore, Singapore .

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http://dx.doi.org/10.1089/ther.2015.0005DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4575528PMC
September 2015

The effect of anaesthesia on somatosensory evoked potential measurement in a rat model.

Lab Anim 2016 Feb 29;50(1):63-6. Epub 2015 May 29.

Department of Orthopedic Surgery and Biomedical Engineering, National University of Singapore, Singapore Department of Neurology and Biomedical Engineering, Johns Hopkins University, Baltimore, Maryland, USA.

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http://dx.doi.org/10.1177/0023677215589514DOI Listing
February 2016

High-frequency electroencephalographic activity in left temporal area is associated with pleasant emotion induced by video clips.

Comput Intell Neurosci 2015 26;2015:762769. Epub 2015 Mar 26.

Department of Computer Science and Engineering, University of Oulu, P.O. Box 4500, 90014 Oulu, Finland.

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http://dx.doi.org/10.1155/2015/762769DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4391494PMC
October 2015

EEG-based recognition of video-induced emotions: selecting subject-independent feature set.

Annu Int Conf IEEE Eng Med Biol Soc 2013 ;2013:4287-90

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http://dx.doi.org/10.1109/EMBC.2013.6610493DOI Listing
July 2015

Multimodal emotion recognition by combining physiological signals and facial expressions: a preliminary study.

Annu Int Conf IEEE Eng Med Biol Soc 2012 ;2012:5238-41

Department of Computer Science and Engineering, BOX 4500, FIN-90014 University of Oulu, Finland.

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http://ieeexplore.ieee.org/document/6347175/
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http://dx.doi.org/10.1109/EMBC.2012.6347175DOI Listing
August 2013

EEG-based detection of awakening from isoflurane anesthesia in rats.

Annu Int Conf IEEE Eng Med Biol Soc 2012 ;2012:4279-82

Department of Computer Science and Engineering, BOX 4500, FIN-90014 University of Oulu, Finland.

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http://dx.doi.org/10.1109/EMBC.2012.6346912DOI Listing
August 2013

Experimental comparison of connectivity measures with simulated EEG signals.

Med Biol Eng Comput 2012 Jul 22;50(7):683-8. Epub 2012 May 22.

Department of Computer Science and Engineering, University of Oulu, Oulu, Finland.

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http://dx.doi.org/10.1007/s11517-012-0911-yDOI Listing
July 2012

A characteristic time sequence of epileptic activity in EEG during dynamic penicillin-induced focal epilepsy--a preliminary study.

Seizure 2011 Sep 20;20(7):513-9. Epub 2011 Apr 20.

WellTech Oulu Institute, University of Oulu, Department of Electrical and Information Engineering, Linnanmaa, University of Oulu, Oulu, Finland.

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http://dx.doi.org/10.1016/j.seizure.2011.03.006DOI Listing
September 2011

Depth of anesthesia during multidrug infusion: separating the effects of propofol and remifentanil using the spectral features of EEG.

IEEE Trans Biomed Eng 2011 May 6;58(5):1216-23. Epub 2011 Jan 6.

Department of Electrical and Information Engineering, University of Oulu, FIN-90014, Finland.

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http://dx.doi.org/10.1109/TBME.2010.2103560DOI Listing
May 2011

Isomap approach to EEG-based assessment of neurophysiological changes during anesthesia.

IEEE Trans Neural Syst Rehabil Eng 2011 Apr 10;19(2):113-20. Epub 2010 Dec 10.

Department of Electrical and Information Engineering, University of Oulu, Finland.

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http://dx.doi.org/10.1109/TNSRE.2010.2098420DOI Listing
April 2011

Coherence in depth electrodes during induction of deep anesthesia.

Annu Int Conf IEEE Eng Med Biol Soc 2010 ;2010:5963-6

Department of Electrical and Information Engineering, BOX 4500, FIN-90014 University of Oulu, Finland.

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http://dx.doi.org/10.1109/IEMBS.2010.5627573DOI Listing
March 2011

Automatic classification of penicillin-induced epileptic EEG spikes.

Annu Int Conf IEEE Eng Med Biol Soc 2010 ;2010:6674-7

Department of Electrical and Information Engineering, BOX 4500, FIN-90014 University of Oulu, Finland.

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http://dx.doi.org/10.1109/IEMBS.2010.5627154DOI Listing
March 2011

Effect of remifentanil on the nonlinear electroencephalographic entropy parameters in propofol anesthesia.

Annu Int Conf IEEE Eng Med Biol Soc 2009 ;2009:4994-7

Department of Electrical and Information Engineering, FIN-90014 University of Oulu, Finland.

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http://dx.doi.org/10.1109/IEMBS.2009.5334612DOI Listing
March 2010

Effects of remifentanil on the spectrum and quantitative parameters of electroencephalogram in propofol anesthesia.

Anesthesiology 2009 Sep;111(3):574-83

Department of Electrical and Information Engineering, University of Oulu, Finland.

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http://dx.doi.org/10.1097/ALN.0b013e3181af633cDOI Listing
September 2009

EEG spectral changes and onset of burst suppression pattern in propofol/remifentanil anesthesia.

Annu Int Conf IEEE Eng Med Biol Soc 2008 ;2008:4980-3

Department of Electrical and Information Engineering, BOX 4500, FIN-90014 University of Oulu, Finland.

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http://dx.doi.org/10.1109/IEMBS.2008.4650332DOI Listing
May 2009

Time-frequency properties of electroencephalogram during induction of anesthesia.

Neurosci Lett 2008 Dec;446(2-3):70-4

Department of Electrical and Information Engineering, University of Oulu, Finland.

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http://dx.doi.org/10.1016/j.neulet.2008.09.056DOI Listing
December 2008

Remifentanil modifies the relation of electroencephalographic spectral changes and clinical endpoints in propofol anesthesia.

Anesthesiology 2008 Aug;109(2):198-205

Department of Electrical and Information Engineering, University of Oulu, Finland.

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http://dx.doi.org/10.1097/ALN.0b013e31817f5bfcDOI Listing
August 2008

EEG frequency progression during induction of anesthesia: from start of infusion to onset of burst suppression pattern.

Annu Int Conf IEEE Eng Med Biol Soc 2007 ;2007:1570-3

Department of Electrical and Information Engineering, BOX 4500, FIN-90014 University of Oulu, Finland.

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http://dx.doi.org/10.1109/IEMBS.2007.4352604DOI Listing
March 2008