Jukka Kortelainen

22 papers Journal 11Unranked 11
YearRankTypeTitle / Venue / Authors
2023 — conf
Computationally Efficient Early Prognosis of the Outcome of Comatose Cardiac Arrest Survivors Using Slow-Wave Activity Features in EEG.
CinC
Miikka Salminen, Juha Partala, Eero Väyrynen, Jukka Kortelainen
2022 J jnl
Deep learning-based classification of multichannel bio-signals using directedness transfer learning.
Biomed. Signal Process. Control.
Nooshin Bahador, Jukka Kortelainen
2021 J jnl
Morphology-preserving reconstruction of times series with missing data for enhancing deep learning-based classification.
Biomed. Signal Process. Control.
Nooshin Bahador, Guoying Zhao, Jarno Jokelainen, Seppo Mustola, Jukka Kortelainen
2021 J jnl
Multimodal spatio-temporal-spectral fusion for deep learning applications in physiological time series processing: A case study in monitoring the depth of anesthesia.
Inf. Fusion
Nooshin Bahador, Jarno Jokelainen, Seppo Mustola, Jukka Kortelainen
2021 J jnl
Verbalization has regulatory influences on autonomic activity during recall of unpleasant experience.
Speech Commun.
Antti Rantanen, Seppo J. Laukka, Antti Siipo, Suvi Tiinanen, Mika P. Tarvainen, Jukka Kortelainen, Matti Lehtihalmes, Tapio Seppänen
2020 — conf
Automatic detection of artifacts in EEG by combining deep learning and histogram contour processing.
EMBC
Nooshin Bahador, Kristo Erikson, Jouko Laurila, Juha Koskenkari, Tero Ala-Kokko, Jukka Kortelainen
2018 J jnl
Novel Modeling of Somatosensory Evoked Potentials for the Assessment of Spinal Cord Injury.
IEEE Trans. Biomed. Eng.
Hasan Saeed Mir, Hasan Al-Nashash, Jukka Kortelainen, Angelo H. All
2016 J jnl
Multi-modal emotion analysis from facial expressions and electroencephalogram.
Comput. Vis. Image Underst.
Xiaohua Huang, Jukka Kortelainen, Guoying Zhao, Xiaobai Li, Antti Moilanen, Tapio Seppänen, Matti Pietikäinen
2016 — conf
Using Hilbert-Huang Transform to assess EEG slow wave activity during anesthesia in post-cardiac arrest patients.
EMBC
Jukka Kortelainen, Eero Väyrynen, Usko Huuskonen, Jouko Laurila, Juha Koskenkari, Janne T. Backman, Seppo Alahuhta, Tapio Seppänen, Tero Ala-Kokko
2015 — conf
Assessing EEG slow wave activity during anesthesia using Hilbert-Huang Transform.
EMBC
Jukka Kortelainen, Eero Väyrynen
2015 — conf
Classification of phases of hand grasp task by the extraction of miniature compound nerve action potentials (mCNAPs).
NER
Swathi Sheshadri, Jukka Kortelainen, Jacopo Rigosa, Annarita Cutrone, Silvia Bossi, Camilo Libedinsky, Amitabha Lahiri, Louiza Chan, Keefe Chng, Nitish V. Thakor, Ignacio Delgado-Martínez, Shih-Cheng Yen
2015 J jnl
High-Frequency Electroencephalographic Activity in Left Temporal Area Is Associated with Pleasant Emotion Induced by Video Clips.
Comput. Intell. Neurosci.
Jukka Kortelainen, Eero Väyrynen, Tapio Seppänen
2014 — conf
Correlation between muscular and nerve signals responsible for hand grasping in non-human primates.
EMBC
Swathi Sheshadri, Jukka Kortelainen, Sudip Nag, Kian Ann Ng, Faith A. Bazley, Frederic Michoud, Anoop C. Patil, Josue Orellana, Camilo Libedinsky, Amitabha Lahiri, Louiza Chan, Keefe Chng, Annarita Cutrone, Silvia Bossi, Nitish V. Thakor, Ignacio Delgado-Martínez, Shih-Cheng Yen
2014 — conf
Effect of isoflurane on somatosensory evoked potentials in a rat model.
EMBC
Jukka Kortelainen, Ashwati Vipin, Thow Xin Yuan, Hasan Saeed Mir, Nitish V. Thakor, Hasan Al-Nashash, Angelo H. All
2013 J jnl
Classifier-Based Learning of Nonlinear Feature Manifold for Visualization of Emotional Speech Prosody.
IEEE Trans. Affect. Comput.
Eero Väyrynen, Jukka Kortelainen, Tapio Seppänen
2013 — conf
EEG-based recognition of video-induced emotions: Selecting subject-independent feature set.
EMBC
Jukka Kortelainen, Tapio Seppänen
2012 — conf
EEG-based detection of awakening from isoflurane anesthesia in rats.
EMBC
Jukka Kortelainen, Eero Väyrynen, Xiaofeng Jia, Tapio Seppänen, Nitish V. Thakor
2012 J jnl
Experimental comparison of connectivity measures with simulated EEG signals.
Medical Biol. Eng. Comput.
Minna J. Silfverhuth, Heidi Hintsala, Jukka Kortelainen, Tapio Seppänen
2012 — conf
Multimodal emotion recognition by combining physiological signals and facial expressions: A preliminary study.
EMBC
Jukka Kortelainen, Suvi Tiinanen, Xiaohua Huang, Xiaobai Li, Seppo J. Laukka, Matti Pietikäinen, Tapio Seppänen
2011 J jnl
Depth of Anesthesia During Multidrug Infusion: Separating the Effects of Propofol and Remifentanil Using the Spectral Features of EEG.
IEEE Trans. Biomed. Eng.
Jukka Kortelainen, Eero Väyrynen, Tapio Seppänen
2009 J jnl
Invariant trajectory classification of dynamical systems with a case study on ECG.
Pattern Recognit.
Kai Noponen, Jukka Kortelainen, Tapio Seppänen
2004 — conf
TRECVID 2004 Experiments at MediaTeam Oulu.
TRECVID
Mika Rautiainen, Matti Hosio, Ilkka Hanski, Matti Varanka, Jukka Kortelainen, Timo Ojala, Tapio Seppänen