| Multi-modal emotion analysis from facial expressions and electroencephalogram X Huang, J Kortelainen, G Zhao, X Li, A Moilanen, T Seppänen, ... Computer Vision and Image Understanding 147, 114-124, 2016 | 135 | 2016 |
| Real-time monitoring of human blood-brain barrier disruption V Kiviniemi, V Korhonen, J Kortelainen, S Rytky, T Keinänen, T Tuovinen, ... PloS one 12 (3), e0174072, 2017 | 66 | 2017 |
| Experimental comparison of connectivity measures with simulated EEG signals MJ Silfverhuth, H Hintsala, J Kortelainen, T Seppänen Medical & biological engineering & computing 50, 683-688, 2012 | 59 | 2012 |
| Effects of remifentanil on the spectrum and quantitative parameters of electroencephalogram in propofol anesthesia J Kortelainen, M Koskinen, S Mustola, T Seppänen Anesthesiology 111 (3), 574-583, 2009 | 53 | 2009 |
| Multimodal emotion recognition by combining physiological signals and facial expressions: a preliminary study J Kortelainen, S Tiinanen, X Huang, X Li, S Laukka, M Pietikäinen, ... 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 47 | 2012 |
| Depth of anesthesia during multidrug infusion: separating the effects of propofol and remifentanil using the spectral features of EEG J Kortelainen, E Väyrynen, T Seppänen IEEE Transactions on biomedical engineering 58 (5), 1216-1223, 2011 | 41 | 2011 |
| EEG-based recognition of video-induced emotions: selecting subject-independent feature set J Kortelainen, T Seppänen 2013 35th annual international conference of the IEEE engineering in …, 2013 | 37 | 2013 |
| Isomap approach to EEG-based assessment of neurophysiological changes during anesthesia J Kortelainen, E Vayrynen, T Seppanen Neural Systems and Rehabilitation Engineering, IEEE Transactions on 19 (2 …, 2011 | 37 | 2011 |
| Classifier-based learning of nonlinear feature manifold for visualization of emotional speech prosody E Väyrynen, J Kortelainen, T Seppänen IEEE Transactions on Affective Computing 4 (1), 47-56, 2012 | 33 | 2012 |
| Increased electroencephalographic gamma activity reveals awakening from isoflurane anaesthesia in rats J Kortelainen, X Jia, T Seppänen, N Thakor British journal of anaesthesia 109 (5), 782-789, 2012 | 31 | 2012 |
| Invariant trajectory classification of dynamical systems with a case study on ECG K Noponen, J Kortelainen, T Seppänen Pattern Recognition 42 (9), 1832-1844, 2009 | 31 | 2009 |
| High‐Frequency Electroencephalographic Activity in Left Temporal Area Is Associated with Pleasant Emotion Induced by Video Clips J Kortelainen, E Väyrynen, T Seppänen Computational intelligence and neuroscience 2015 (1), 762769, 2015 | 29 | 2015 |
| EEG frequency progression during induction of anesthesia: from start of infusion to onset of burst suppression pattern J Kortelainen, M Koskinen, S Mustola, T Seppanen 2007 29th Annual International Conference of the IEEE Engineering in …, 2007 | 28 | 2007 |
| Multimodal spatio-temporal-spectral fusion for deep learning applications in physiological time series processing: A case study in monitoring the depth of anesthesia N Bahador, J Jokelainen, S Mustola, J Kortelainen Information Fusion 73, 125-143, 2021 | 26 | 2021 |
| Electrocardiogram quality classification based on robust best subsets linear prediction error K Noponen, M Karsikas, S Tiinanen, J Kortelainen, H Huikuri, ... 2011 Computing in Cardiology, 365-368, 2011 | 24 | 2011 |
| Deep learning–based multimodal data fusion: Case study in food intake episodes detection using wearable sensors N Bahador, D Ferreira, S Tamminen, J Kortelainen JMIR mHealth and uHealth 9 (1), e21926, 2021 | 22 | 2021 |
| Natural progression of spinal cord transection injury and reorganization of neural pathways A Vipin, XY Thow, H Mir, J Kortelainen, J Manivannan, H Al-Nashash, ... Journal of Neurotrauma 33 (24), 2191-2201, 2016 | 19 | 2016 |
| A characteristic time sequence of epileptic activity in EEG during dynamic penicillin-induced focal epilepsy—A preliminary study MJ Silfverhuth, J Kortelainen, J Ruohonen, K Suominen, J Niinimäki, ... Seizure 20 (7), 513-519, 2011 | 19 | 2011 |
| Pilot study of propofol-induced slow waves as a pharmacologic test for brain dysfunction after brain injury J Kortelainen, E Väyrynen, U Huuskonen, J Laurila, J Koskenkari, ... Anesthesiology 126 (1), 94-103, 2017 | 18 | 2017 |
| The effect of anaesthesia on somatosensory evoked potential measurement in a rat model J Kortelainen, H Al-Nashash, A Vipin, XY Thow, A All Laboratory animals 50 (1), 63-66, 2016 | 17 | 2016 |
Tapio SeppänenProfessor of biomedical engineering, University of OuluVerified email at oulu.fi
