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2020

Journal Article

Machine learning augmented near-infrared spectroscopy: in vivo follow-up of cartilage defects

Sarin, J. K., Te Moller, N. C. R., Mohammadi, A., Prakash, M., Torniainen, J., Brommer, H., Nippolainen, E., Shaikh, R., Mäkelä, J. T. A., Korhonen, R. K., van Weeren, P. R., Afara, I. O. and Töyräs, J. (2020). Machine learning augmented near-infrared spectroscopy: in vivo follow-up of cartilage defects. Osteoarthritis and Cartilage, 29 (3), 423-432. doi: 10.1016/j.joca.2020.12.007

Machine learning augmented near-infrared spectroscopy: in vivo follow-up of cartilage defects

2020

Journal Article

Open-source python module for automated preprocessing of near infrared spectroscopic data

Torniainen, Jari, Afara, Isaac O., Prakash, Mithilesh, Sarin, Jaakko K., Stenroth, Lauri and Töyräs, Juha (2020). Open-source python module for automated preprocessing of near infrared spectroscopic data. Analytica Chimica Acta, 1108, 1-9. doi: 10.1016/j.aca.2020.02.030

Open-source python module for automated preprocessing of near infrared spectroscopic data

2020

Journal Article

Comparison of water, hydroxyproline, uronic acid and elastin contents of bovine knee ligaments and patellar tendon and their relationships with biomechanical properties

Ristaniemi, A., Torniainen, J., Stenroth, L., Finnilä, M. A.J., Paakkonen, T., Töyräs, J. and Korhonen, R. K. (2020). Comparison of water, hydroxyproline, uronic acid and elastin contents of bovine knee ligaments and patellar tendon and their relationships with biomechanical properties. Journal of the Mechanical Behavior of Biomedical Materials, 104 103639, 103639. doi: 10.1016/j.jmbbm.2020.103639

Comparison of water, hydroxyproline, uronic acid and elastin contents of bovine knee ligaments and patellar tendon and their relationships with biomechanical properties

2019

Journal Article

Dataset on equine cartilage near infrared spectra, composition, and functional properties

Sarin, Jaakko K., Torniainen, Jari, Prakash, Mithilesh, Rieppo, Lassi, Afara, Isaac O. and Toyras, Juha (2019). Dataset on equine cartilage near infrared spectra, composition, and functional properties. Scientific Data, 6 (1) 164, 164. doi: 10.1038/s41597-019-0170y

Dataset on equine cartilage near infrared spectra, composition, and functional properties

2019

Journal Article

Near-infrared spectroscopy enables quantitative evaluation of human cartilage biomechanical properties during arthroscopy

Prakash, M., Joukainen, A., Torniainen, J., Honkanen, M. K.M., Rieppo, L., Afara, I. O., Kröger, H., Töyräs, J. and Sarin, J. K. (2019). Near-infrared spectroscopy enables quantitative evaluation of human cartilage biomechanical properties during arthroscopy. Osteoarthritis and Cartilage, 27 (8), 1235-1243. doi: 10.1016/j.joca.2019.04.008

Near-infrared spectroscopy enables quantitative evaluation of human cartilage biomechanical properties during arthroscopy

2019

Conference Publication

Automated preprocessing of near infrared spectroscopic data

Torniainen, Jari, Afara, Isaac O., Prakash, Mithilesh, Sarin, Jaakko K., Stenroth, Lauri and Töyräs, Juha (2019). Automated preprocessing of near infrared spectroscopic data. Biophotonics Congress: Optics in the Life Sciences Congress 2019 (BODA,BRAIN,NTM,OMA,OMP), Tucson, AZ, United States, 14-17 April 2019. Washington, DC, United States: Optical Society of America. doi: 10.1364/BODA.2019.DS2A.6

Automated preprocessing of near infrared spectroscopic data

2019

Journal Article

Near infrared spectroscopic evaluation of ligament and tendon biomechanical properties

Torniainen, Jari, Ristaniemi, Aapo, Sarin, Jaakko K., Mikkonen, Santtu, Afara, Isaac O., Stenroth, Lauri, Korhonen, Rami K. and Töyräs, Juha (2019). Near infrared spectroscopic evaluation of ligament and tendon biomechanical properties. Annals of Biomedical Engineering, 47 (1), 213-222. doi: 10.1007/s10439-018-02125-9

Near infrared spectroscopic evaluation of ligament and tendon biomechanical properties

2018

Journal Article

Cardiac measures of nuclear power plant operator stress during simulated incident and accident scenarios

Pakarinen, Satu, Korpela, Jussi, Torniainen, Jari, Laarni, Jari and Karvonen, Hannu (2018). Cardiac measures of nuclear power plant operator stress during simulated incident and accident scenarios. Psychophysiology, 55 (7) e13071. doi: 10.1111/psyp.13071

Cardiac measures of nuclear power plant operator stress during simulated incident and accident scenarios

2018

Journal Article

MIDAS: Open-source framework for distributed online analysis of data streams

Henelius, Andreas and Torniainen, Jari (2018). MIDAS: Open-source framework for distributed online analysis of data streams. SoftwareX, 7, 156-161. doi: 10.1016/j.softx.2018.04.004

MIDAS: Open-source framework for distributed online analysis of data streams

2018

Conference Publication

Estimating mechanical properties of bovine knee ligaments and tendons with near infrared spectroscopy

Torniainen, Jari E., Ristaniemi, Aapo, Stenroth, Lauri and To¨yräs, Juha (2018). Estimating mechanical properties of bovine knee ligaments and tendons with near infrared spectroscopy. Clinical and Translational Biophotonics, TRANSLATIONAL 2018, Hollywood, FL United States, 3-6 April 2018. Washington, DC United States: The Optical Society. doi: 10.1364/TRANSLATIONAL.2018.JW3A.29

Estimating mechanical properties of bovine knee ligaments and tendons with near infrared spectroscopy

2017

Journal Article

Computational testing for automated preprocessing: A matlab toolbox to enable large scale electroencephalography data processing

Cowley, Benjamin U., Korpela, Jussi and Torniainen, Jari (2017). Computational testing for automated preprocessing: A matlab toolbox to enable large scale electroencephalography data processing. PeerJ Computer Science, 2017 (3) e108. doi: 10.7717/peerj-cs.108

Computational testing for automated preprocessing: A matlab toolbox to enable large scale electroencephalography data processing

2016

Journal Article

Cognitive collaboration found in cardiac Physiology: Study in classroom environment

Ahonen, Lauri, Cowley, Benjamin, Torniainen, Jari, Ukkonen, Antti, Vihavainen, Arto and Puolamäki, Kai (2016). Cognitive collaboration found in cardiac Physiology: Study in classroom environment. PloS One, 11 (7) e0159178. doi: 10.1371/journal.pone.0159178

Cognitive collaboration found in cardiac Physiology: Study in classroom environment

2016

Conference Publication

Multitasking and interruption management in control room operator work during simulated accidents

Laarni, Jari, Karvonen, Hannu, Pakarinen, Satu and Torniainen, Jari (2016). Multitasking and interruption management in control room operator work during simulated accidents. 13th International Conference of Engineering Psychology and Cognitive Ergonomics, EPCE 2016, Toronto, Canada, 17-22 July 2016. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-40030-3_30

Multitasking and interruption management in control room operator work during simulated accidents

2016

Journal Article

The psychophysiology primer: A guide to methods and a broad review with a focus on human-computer interaction

Cowley, Benjamin, Filetti, Marco, Lukander, Kristian, Torniainen, Jari, Henelius, Andreas, Ahonen, Lauri, Barral, Oswald, Kosunen, Ilkka, Valtonen, Teppo, Huotilainen, Minna, Ravaja, Niklas and Jacucci, Giulio (2016). The psychophysiology primer: A guide to methods and a broad review with a focus on human-computer interaction. Foundations and Trends in Human-Computer Interaction, 9 (3-4), 151-308. doi: 10.1561/1100000065

The psychophysiology primer: A guide to methods and a broad review with a focus on human-computer interaction

2015

Conference Publication

Feasibility of an electrodermal activity ring prototype as a research tool

Torniainen, Jari, Cowley, Benjamin, Henelius, Andreas, Lukander, Kristian and Pakarinen, Satu (2015). Feasibility of an electrodermal activity ring prototype as a research tool. 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy, 25-29 August 2015. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/EMBC.2015.7319865

Feasibility of an electrodermal activity ring prototype as a research tool

2015

Journal Article

Affective processing in natural scene viewing: valence and arousal interactions in eye-fixation-related potentials

Simola, Jaana, Le Fevre, Kevin, Torniainen, Jari and Baccino, Thierry (2015). Affective processing in natural scene viewing: valence and arousal interactions in eye-fixation-related potentials. NeuroImage, 106, 21-33. doi: 10.1016/j.neuroimage.2014.11.030

Affective processing in natural scene viewing: valence and arousal interactions in eye-fixation-related potentials

2014

Journal Article

Effects of cartographic elevation visualizations and map-reading tasks on eye movements

Putto, Katja, Kettunen, Pyry, Torniainen, Jari, Krause, Christina M. and Sarjakoski, L. Tiina (2014). Effects of cartographic elevation visualizations and map-reading tasks on eye movements. Cartographic Journal, 51 (3), 225-236. doi: 10.1179/1743277414Y.0000000087

Effects of cartographic elevation visualizations and map-reading tasks on eye movements

2013

Journal Article

Eye movement related brain responses to emotional scenes during free viewing

Simola, Jaana, Torniainen, Jari, Moisala, Mona, Kivikangas, Markus and Krause, Christina M. (2013). Eye movement related brain responses to emotional scenes during free viewing. Frontiers in Systems Neuroscience (JUL) 41, 1-16. doi: 10.3389/fnsys.2013.00041

Eye movement related brain responses to emotional scenes during free viewing