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Jukka 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
Coauthor Index
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