Jukka Kortelainen

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 12

Top Topics

Evoked Potentials

Automatic Relevance Determination

Spinal Cord Injury

Top Venues

Biomed. Signal Process. Control.

Comput. Intell. Neurosci.

Publications

Miikka Salminen, Juha Partala, Eero Väyrynen, Jukka Kortelainen
Computationally Efficient Early Prognosis of the Outcome of Comatose Cardiac Arrest Survivors Using Slow-Wave Activity Features in EEG. CinC (2023)
Nooshin Bahador, Jukka Kortelainen
Deep learning-based classification of multichannel bio-signals using directedness transfer learning. Biomed. Signal Process. Control. 72 (Part) (2022)
Antti Rantanen, Seppo J. Laukka, Antti Siipo, Suvi Tiinanen, Mika P. Tarvainen, Jukka Kortelainen, Matti Lehtihalmes, Tapio Seppänen
Verbalization has regulatory influences on autonomic activity during recall of unpleasant experience. Speech Commun. 126 (2021)
Nooshin Bahador, Jarno Jokelainen, Seppo Mustola, Jukka Kortelainen
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 73 (2021)
Nooshin Bahador, Guoying Zhao, Jarno Jokelainen, Seppo Mustola, Jukka Kortelainen
Morphology-preserving reconstruction of times series with missing data for enhancing deep learning-based classification. Biomed. Signal Process. Control. 70 (2021)
Nooshin Bahador, Kristo Erikson, Jouko Laurila, Juha Koskenkari, Tero Ala-Kokko, Jukka Kortelainen
Automatic detection of artifacts in EEG by combining deep learning and histogram contour processing. EMBC (2020)
Hasan S. Mir, Hasan Al-Nashash, Jukka Kortelainen, Angelo H. All
Novel Modeling of Somatosensory Evoked Potentials for the Assessment of Spinal Cord Injury. IEEE Trans. Biomed. Eng. 65 (3) (2018)
Xiaohua Huang, Jukka Kortelainen, Guoying Zhao, Xiaobai Li, Antti Moilanen, Tapio Seppänen, Matti Pietikäinen
Multi-modal emotion analysis from facial expressions and electroencephalogram. Comput. Vis. Image Underst. 147 (2016)
Jukka Kortelainen, Eero Väyrynen, Usko Huuskonen, Jouko Laurila, Juha Koskenkari, Janne T. Backman, Seppo Alahuhta, Tapio Seppänen, Tero Ala-Kokko
Using Hilbert-Huang Transform to assess EEG slow wave activity during anesthesia in post-cardiac arrest patients. EMBC (2016)
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
Classification of phases of hand grasp task by the extraction of miniature compound nerve action potentials (mCNAPs). NER (2015)
Jukka Kortelainen, Eero Väyrynen, Tapio Seppänen
High-Frequency Electroencephalographic Activity in Left Temporal Area Is Associated with Pleasant Emotion Induced by Video Clips. Comput. Intell. Neurosci. 2015 (2015)
Jukka Kortelainen, Eero Väyrynen
Assessing EEG slow wave activity during anesthesia using Hilbert-Huang Transform. EMBC (2015)
Jukka Kortelainen, Ashwati Vipin, Thow Xin Yuan, Hasan S. Mir, Nitish V. Thakor, Hasan Al-Nashash, Angelo H. All
Effect of isoflurane on somatosensory evoked potentials in a rat model. EMBC (2014)
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
Correlation between muscular and nerve signals responsible for hand grasping in non-human primates. EMBC (2014)
Eero Väyrynen, Jukka Kortelainen, Tapio Seppänen
Classifier-Based Learning of Nonlinear Feature Manifold for Visualization of Emotional Speech Prosody. IEEE Trans. Affect. Comput. 4 (1) (2013)
Jukka Kortelainen, Tapio Seppänen
EEG-based recognition of video-induced emotions: Selecting subject-independent feature set. EMBC (2013)
Minna J. Silfverhuth, Heidi Hintsala, Jukka Kortelainen, Tapio Seppänen
Experimental comparison of connectivity measures with simulated EEG signals. Medical Biol. Eng. Comput. 50 (7) (2012)
Jukka Kortelainen, Suvi Tiinanen, Xiaohua Huang, Xiaobai Li, Seppo J. Laukka, Matti Pietikäinen, Tapio Seppänen
Multimodal emotion recognition by combining physiological signals and facial expressions: A preliminary study. EMBC (2012)
Jukka Kortelainen, Eero Väyrynen, Xiaofeng Jia, Tapio Seppänen, Nitish V. Thakor
EEG-based detection of awakening from isoflurane anesthesia in rats. EMBC (2012)
Jukka Kortelainen, Eero Väyrynen, Tapio Seppänen
Depth of Anesthesia During Multidrug Infusion: Separating the Effects of Propofol and Remifentanil Using the Spectral Features of EEG. IEEE Trans. Biomed. Eng. 58 (5) (2011)
Kai Noponen, Jukka Kortelainen, Tapio Seppänen
Invariant trajectory classification of dynamical systems with a case study on ECG. Pattern Recognit. 42 (9) (2009)
Mika Rautiainen, Matti Hosio, Ilkka Hanski, Matti Varanka, Jukka Kortelainen, Timo Ojala, Tapio Seppänen
TRECVID 2004 Experiments at MediaTeam Oulu. TRECVID (2004)