Jukka Kortelainen

According to our database, Jukka Kortelainen authored at least 22 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Computationally Efficient Early Prognosis of the Outcome of Comatose Cardiac Arrest Survivors Using Slow-Wave Activity Features in EEG.

Miikka Salminen, Juha Partala, Eero Väyrynen, Jukka Kortelainen

Proceedings of the Computing in Cardiology, 2023

2022

Deep learning-based classification of multichannel bio-signals using directedness transfer learning.

Nooshin Bahador, Jukka Kortelainen

Biomed. Signal Process. Control., 2022

2021

Verbalization has regulatory influences on autonomic activity during recall of unpleasant experience.

Antti Rantanen, Seppo J. Laukka, Antti Siipo, Suvi Tiinanen, Mika P. Tarvainen, Jukka Kortelainen, Matti Lehtihalmes, Tapio Seppänen

Speech Commun., 2021

Multimodal spatio-temporal-spectral fusion for deep learning applications in physiological time series processing: A case study in monitoring the depth of anesthesia.

Nooshin Bahador, Jarno Jokelainen, Seppo Mustola, Jukka Kortelainen

Inf. Fusion, 2021

Morphology-preserving reconstruction of times series with missing data for enhancing deep learning-based classification.

Nooshin Bahador, Guoying Zhao, Jarno Jokelainen, Seppo Mustola, Jukka Kortelainen

Biomed. Signal Process. Control., 2021

2020

Automatic detection of artifacts in EEG by combining deep learning and histogram contour processing.

Nooshin Bahador, Kristo Erikson, Jouko Laurila, Juha Koskenkari, Tero Ala-Kokko, Jukka Kortelainen

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2018

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

Hasan Saeed Mir, Hasan Al-Nashash, Jukka Kortelainen, Angelo H. All

IEEE Trans. Biomed. Eng., 2018

2016

Multi-modal emotion analysis from facial expressions and electroencephalogram.

Xiaohua Huang, Jukka Kortelainen, Guoying Zhao, Xiaobai Li, Antti Moilanen, Tapio Seppänen, Matti Pietikäinen

Comput. Vis. Image Underst., 2016

Using Hilbert-Huang Transform to assess EEG slow wave activity during anesthesia in post-cardiac arrest patients.

Jukka Kortelainen, Eero Väyrynen, Usko Huuskonen, Jouko Laurila, Juha Koskenkari, Janne T. Backman, Seppo Alahuhta, Tapio Seppänen, Tero Ala-Kokko

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

High-Frequency Electroencephalographic Activity in Left Temporal Area Is Associated with Pleasant Emotion Induced by Video Clips.

Jukka Kortelainen, Eero Väyrynen, Tapio Seppänen

Comput. Intell. Neurosci., 2015

Classification of phases of hand grasp task by the extraction of miniature compound nerve action potentials (mCNAPs).

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

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

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

Jukka Kortelainen, Eero Väyrynen

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Correlation between muscular and nerve signals responsible for hand grasping in non-human primates.

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

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Effect of isoflurane on somatosensory evoked potentials in a rat model.

Jukka Kortelainen, Ashwati Vipin, Thow Xin Yuan, Hasan Saeed Mir, Nitish V. Thakor, Hasan Al-Nashash, Angelo H. All

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Classifier-Based Learning of Nonlinear Feature Manifold for Visualization of Emotional Speech Prosody.

Eero Väyrynen, Jukka Kortelainen, Tapio Seppänen

IEEE Trans. Affect. Comput., 2013

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

Jukka Kortelainen, Tapio Seppänen

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Experimental comparison of connectivity measures with simulated EEG signals.

Minna J. Silfverhuth, Heidi Hintsala, Jukka Kortelainen, Tapio Seppänen

Medical Biol. Eng. Comput., 2012

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

Jukka Kortelainen, Eero Väyrynen, Xiaofeng Jia, Tapio Seppänen, Nitish V. Thakor

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

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

Jukka Kortelainen, Suvi Tiinanen, Xiaohua Huang, Xiaobai Li, Seppo J. Laukka, Matti Pietikäinen, Tapio Seppänen

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Depth of Anesthesia During Multidrug Infusion: Separating the Effects of Propofol and Remifentanil Using the Spectral Features of EEG.

Jukka Kortelainen, Eero Väyrynen, Tapio Seppänen

IEEE Trans. Biomed. Eng., 2011

2009

Invariant trajectory classification of dynamical systems with a case study on ECG.

Kai Noponen, Jukka Kortelainen, Tapio Seppänen

Pattern Recognit., 2009

2004

TRECVID 2004 Experiments at MediaTeam Oulu.

Mika Rautiainen, Matti Hosio, Ilkka Hanski, Matti Varanka, Jukka Kortelainen, Timo Ojala, Tapio Seppänen

Proceedings of the 2004 TREC Video Retrieval Evaluation, 2004