TRECVID 2004 Experiments at MediaTeam Oulu. - Mika Rautiainen; Matti Hosio; Ilkka Hanski; Matti Varanka; Jukka Kortelainen; Timo Ojala; Tapio Seppänen (TRECVID, 2004)

Invariant trajectory classification of dynamical systems with a case study on ECG. - Kai Noponen; Jukka Kortelainen; Tapio Seppänen (Pattern Recognit., 2009)

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)

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 (EMBC, 2012)

EEG-based detection of awakening from isoflurane anesthesia in rats. - Jukka Kortelainen; Eero Väyrynen; Xiaofeng Jia; Tapio Seppänen; Nitish V. Thakor (EMBC, 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 recognition of video-induced emotions: Selecting subject-independent feature set. - Jukka Kortelainen; Tapio Seppänen (EMBC, 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)

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 (EMBC, 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; et al. (EMBC, 2014)

Assessing EEG slow wave activity during anesthesia using Hilbert-Huang Transform. - Jukka Kortelainen; Eero Väyrynen (EMBC, 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 (NER, 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)

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 (EMBC, 2016)

Multi-modal emotion analysis from facial expressions and electroencephalogram. - Xiaohua Huang; Jukka Kortelainen; Guoying Zhao 001; Xiaobai Li; Antti Moilanen; Tapio Seppänen; Matti Pietikäinen (Comput. Vis. Image Underst., 2016)

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)

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 (EMBC, 2020)

Morphology-preserving reconstruction of times series with missing data for enhancing deep learning-based classification. - Nooshin Bahador; Guoying Zhao 001; Jarno Jokelainen; Seppo Mustola; Jukka Kortelainen (Biomed. Signal Process. Control., 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)

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)

Deep learning-based classification of multichannel bio-signals using directedness transfer learning. - Nooshin Bahador; Jukka Kortelainen (Biomed. Signal Process. Control., 2022)

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 (CinC, 2023)