A sustainable artificial-intelligence-augmented digital care pathway for epilepsy: Automating seizure tracking based on electroencephalogram data using artificial intelligence von Keikhosrokiani, Pantea, Isomursu, Minna, Uusimaa, Johanna, Kortelainen, Jukka

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Deep Learning-Based Multimodal Data Fusion: Case Study in Food Intake Episodes Detection Using Wearable Sensors von Bahador, Nooshin, Ferreira, Denzil, Tamminen, Satu, Kortelainen, Jukka

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Real-time monitoring of human blood-brain barrier disruption von Kiviniemi, Vesa, Korhonen, Vesa, Kortelainen, Jukka, Rytky, Seppo, Keinänen, Tuija, Tuovinen, Timo, Isokangas, Matti, Sonkajärvi, Eila, Siniluoto, Topi, Nikkinen, Juha, Alahuhta, Seppo, Tervonen, Osmo, Turpeenniemi-Hujanen, Taina, Myllylä, Teemu, Kuittinen, Outi, Voipio, Juha

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Forehead electrodes sufficiently detect propofol-induced slow waves for the assessment of brain function after cardiac arrest von Kortelainen, Jukka, Väyrynen, Eero, Juuso, Ilkka, Laurila, Jouko, Koskenkari, Juha, Ala-Kokko, Tero

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A Robust Bimodal Index Reflecting Relative Dynamics of EEG and HRV With Application in Monitoring Depth of Anesthesia von Bahador, Nooshin, Kortelainen, Jukka

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High-Frequency Electroencephalographic Activity in Left Temporal Area Is Associated with Pleasant Emotion Induced by Video Clips von Kortelainen, Jukka, Väyrynen, Eero, Seppänen, Tapio

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Deep learning-based classification of multichannel bio-signals using directedness transfer learning von Bahador, Nooshin, Kortelainen, Jukka

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Classifier-based learning of nonlinear feature manifold for visualization of emotional speech prosody von Vayrynen, Eero, Kortelainen, J., Seppanen, Tapio

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Multimodal spatio-temporal-spectral fusion for deep learning applications in physiological time series processing: A case study in monitoring the depth of anesthesia von Bahador, Nooshin, Jokelainen, Jarno, Mustola, Seppo, Kortelainen, Jukka

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Reconstruction of missing channel in electroencephalogram using spatiotemporal correlation-based averaging von Bahador, Nooshin, Jokelainen, Jarno, Mustola, Seppo, Kortelainen, Jukka

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Medication Errors among Physician-Assistants Anaesthesia von Amponsah, G., Antwi-Kusi, A., Addison, W., Abaidoo, B.

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A Correlation-Driven Mapping For Deep Learning application in detecting artifacts within the EEG von Bahador, Nooshin, Erikson, Kristo, Laurila, Jouko, Koskenkari, Juha, Ala-Kokko, Tero, Kortelainen, Jukka

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Multi-modal emotion analysis from facial expressions and electroencephalogram von Huang, Xiaohua, Kortelainen, Jukka, Zhao, Guoying, Li, Xiaobai, Moilanen, Antti, Seppänen, Tapio, Pietikäinen, Matti

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Morphology-preserving reconstruction of times series with missing data for enhancing deep learning-based classification von Bahador, Nooshin, Zhao, Guoying, Jokelainen, Jarno, Mustola, Seppo, Kortelainen, Jukka

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Monitoring of nighttime EEG slow‐wave activity during dexmedetomidine infusion in patients with hyperactive ICU delirium: An observational pilot study von Ala‐Kokko, Tero, Erikson, Kristo, Koskenkari, Juha, Laurila, Jouko, Kortelainen, Jukka

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Early recovery of frontal EEG slow wave activity during propofol sedation predicts outcome after cardiac arrest von Kortelainen, Jukka, Ala-Kokko, Tero, Tiainen, Marjaana, Strbian, Daniel, Rantanen, Kirsi, Laurila, Jouko, Koskenkari, Juha, Kallio, Mika, Toppila, Jussi, Väyrynen, Eero, Skrifvars, Markus B, Hästbacka, Johanna

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Natural Progression of Spinal Cord Transection Injury and Reorganization of Neural Pathways von Vipin, Ashwati, Thow, Xin Yuan, Mir, Hasan, Kortelainen, Jukka, Manivannan, Janani, Al-Nashash, Hasan, All, Angelo H

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Verbalization has regulatory influences on autonomic activity during recall of unpleasant experience von Rantanen, Antti, Laukka, Seppo, Siipo, Antti, Tiinanen, Suvi, Tarvainen, Mika P., Kortelainen, Jukka, Lehtihalmes, Matti, Seppänen, Tapio

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Effects of Remifentanil on the Spectrum and Quantitative Parameters of Electroencephalogram in Propofol Anesthesia von KORTELAINEN, Jukka, KOSKINEN, Miika, MUSTOLA, Seppo, SEPPÄNEN, Tapio

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Experimental comparison of connectivity measures with simulated EEG signals von Silfverhuth, Minna J., Hintsala, Heidi, Kortelainen, Jukka, Seppänen, Tapio

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