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ORCIDJukka Kortelainen
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2020 – today
- 2023
[c11]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: 1-4- 2022
- [j11]Nooshin Bahador, Jukka Kortelainen:
Deep learning-based classification of multichannel bio-signals using directedness transfer learning. Biomed. Signal Process. Control. 72(Part): 103300 (2022) - 2021
- [j10]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: 103052 (2021) - [j9]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: 125-143 (2021) - [j8]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: 1-8 (2021) - 2020
- [c10]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: 138-141
2010 – 2019
- 2018
- [j7]Hasan Saeed 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): 511-520 (2018) - 2016
- [j6]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: 114-124 (2016) - [c9]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: 1850-1853 - 2015
- [j5]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: 762769:1-762769:14 (2015) - [c8]Jukka Kortelainen, Eero Väyrynen:
Assessing EEG slow wave activity during anesthesia using Hilbert-Huang Transform. EMBC 2015: 117-120 - [c7]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: 593-596 - 2014
- [c6]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: 2314-2317 - [c5]Jukka Kortelainen, Ashwati Vipin, Thow Xin Yuan, Hasan Saeed Mir, Nitish V. Thakor, Hasan Al-Nashash, Angelo H. All:
Effect of isoflurane on somatosensory evoked potentials in a rat model. EMBC 2014: 4286-4289 - 2013
- [j4]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): 47-56 (2013) - [c4]Jukka Kortelainen, Tapio Seppänen:
EEG-based recognition of video-induced emotions: Selecting subject-independent feature set. EMBC 2013: 4287-4290 - 2012
- [j3]Minna J. Silfverhuth, Heidi Hintsala, Jukka Kortelainen, Tapio Seppänen:
Experimental comparison of connectivity measures with simulated EEG signals. Medical Biol. Eng. Comput. 50(7): 683-688 (2012) - [c3]Jukka Kortelainen, Eero Väyrynen, Xiaofeng Jia, Tapio Seppänen, Nitish V. Thakor:
EEG-based detection of awakening from isoflurane anesthesia in rats. EMBC 2012: 4279-4282 - [c2]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: 5238-5241 - 2011
- [j2]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): 1216-1223 (2011)
2000 – 2009
- 2009
- [j1]Kai Noponen, Jukka Kortelainen, Tapio Seppänen:
Invariant trajectory classification of dynamical systems with a case study on ECG. Pattern Recognit. 42(9): 1832-1844 (2009) - 2004
- [c1]Mika Rautiainen, Matti Hosio, Ilkka Hanski, Matti Varanka, Jukka Kortelainen, Timo Ojala, Tapio Seppänen:
TRECVID 2004 Experiments at MediaTeam Oulu. TRECVID 2004
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