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2023 Journal Article Characterisation of cartilage damage via fusing mid-infrared, near-infrared, and Raman spectroscopic dataShaikh, Rubina, Tafintseva, Valeria, Nippolainen, Ervin, Virtanen, Vesa, Solheim, Johanne, Zimmermann, Boris, Saarakkala, Simo, Töyräs, Juha, Kohler, Achim and Afara, Isaac O. (2023). Characterisation of cartilage damage via fusing mid-infrared, near-infrared, and Raman spectroscopic data. Journal of Personalized Medicine, 13 (7) 1036, 1036. doi: 10.3390/jpm13071036 |
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2023 Journal Article Visible and near-infrared spectroscopy enables differentiation of normal and early osteoarthritic human knee joint articular cartilageLinus, Awuniji, Tanska, Petri, Sarin, Jaakko K., Nippolainen, Ervin, Tiitu, Virpi, Mäkelä, Janne. T. A., Töyräs, Juha, Korhonen, Rami K., Mononen, Mika E. and Afara, Isaac O. (2023). Visible and near-infrared spectroscopy enables differentiation of normal and early osteoarthritic human knee joint articular cartilage. Annals of Biomedical Engineering, 51 (10), 2245-2257. doi: 10.1007/s10439-023-03261-7 |
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2023 Journal Article Raman spectroscopy and machine learning enables estimation of articular cartilage structural, compositional, and functional propertiesShehata, Eslam, Nippolainen, Ervin, Shaikh, Rubina, Ronkainen, Ari-Petteri, Töyräs, Juha, Sarin, Jaakko K. and Afara, Isaac O. (2023). Raman spectroscopy and machine learning enables estimation of articular cartilage structural, compositional, and functional properties. Annals of Biomedical Engineering, 51 (10), 2301-2312. doi: 10.1007/s10439-023-03271-5 |
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2023 Journal Article Obstructive sleep apnea‐related intermittent hypoxaemia is associated with impaired vigilancePahari, Purbanka, Korkalainen, Henri, Karhu, Tuomas, Rissanen, Marika, Arnardottir, Erna Sif, Hrubos‐Strøm, Harald, Duce, Brett, Töyräs, Juha, Leppänen, Timo and Nikkonen, Sami (2023). Obstructive sleep apnea‐related intermittent hypoxaemia is associated with impaired vigilance. Journal of Sleep Research, 32 (3) e13803, 1-9. doi: 10.1111/jsr.13803 |
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2023 Journal Article A multi-objective based scheduling framework for effective resource utilization in cloud computingReddy, Pillareddy Vamsheedhar and Reddy, Karri Ganesh (2023). A multi-objective based scheduling framework for effective resource utilization in cloud computing. IEEE Access, 11, 37178-37193. doi: 10.1109/access.2023.3266294 |
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2023 Journal Article Deep learning-based algorithm accurately classifies sleep stages in preadolescent children with sleep-disordered breathing symptoms and age-matched controlsSomaskandhan, Pranavan, Leppänen, Timo, Terrill, Philip I., Sigurdardottir, Sigridur, Arnardottir, Erna Sif, Ólafsdóttir, Kristín A., Serwatko, Marta, Sigurðardóttir, Sigurveig Þ., Clausen, Michael, Töyräs, Juha and Korkalainen, Henri (2023). Deep learning-based algorithm accurately classifies sleep stages in preadolescent children with sleep-disordered breathing symptoms and age-matched controls. Frontiers in Neurology, 14 1162998, 1-12. doi: 10.3389/fneur.2023.1162998 |
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2023 Journal Article Power spectral analysis of the sleep electroencephalogram in positional obstructive sleep apneaDuce, Brett, Kulkas, Antti, Oksenberg, Arie, Töyräs, Juha and Hukins, Craig (2023). Power spectral analysis of the sleep electroencephalogram in positional obstructive sleep apnea. Sleep Medicine, 104, 83-89. doi: 10.1016/j.sleep.2023.02.021 |
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2023 Conference Publication Tantalum Oxide Nanoparticles For Contrast-Enhanced Computed Tomography Diagnosis Of OsteoarthritisJäntti, J., Joenathan, A., Honkanen, J.T., Snyder, B.D., Töyräs, J., Grinstaff, M.W., Matikka, H. and Mäkelä, J.T. (2023). Tantalum Oxide Nanoparticles For Contrast-Enhanced Computed Tomography Diagnosis Of Osteoarthritis. 2023 OARSI World Congress on Osteoarthritis, Denver, CO United States, 17-20 March 2023. London, United Kingdom: Elsevier. doi: 10.1016/j.joca.2023.01.262 |
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2023 Conference Publication TANTALUM AND IODINE BASED DUAL-CONTRAST PHOTONCOUNTING COMPUTED TOMOGRAPHY METHOD FOR ASSESSMENT OF ARTICULAR CARTILAGE COMPOSITIONPaakkari, P., Inkinen, S. I., Jantti, J., Tuppurainen, J., Fugazzola, M. C., Joenathan, A., Ylisiurua, S., Nieminen, M. T., Grinstaff, M. W., Kroger, H., Toyras, J., Honkanen, J. T. and Makela, J. T. (2023). TANTALUM AND IODINE BASED DUAL-CONTRAST PHOTONCOUNTING COMPUTED TOMOGRAPHY METHOD FOR ASSESSMENT OF ARTICULAR CARTILAGE COMPOSITION. World Congress of Osteoarthritis Research Society International (OARSI), Denver Co, Mar 17-20, 2023. OXFORD: ELSEVIER SCI LTD. |
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2023 Conference Publication TANTALUM OXIDE NANOPARTICLES FOR CONTRAST-ENHANCED COMPUTED TOMOGRAPHY DIAGNOSIS OF OSTEOARTHRITISJantti, J., Joenathan, A., Honkanen, J. T., Snyder, B. D., Toyras, J., Grinstaff, M. W., Matikka, H. and Makela, J. T. (2023). TANTALUM OXIDE NANOPARTICLES FOR CONTRAST-ENHANCED COMPUTED TOMOGRAPHY DIAGNOSIS OF OSTEOARTHRITIS. World Congress of Osteoarthritis Research Society International (OARSI), Denver Co, Mar 17-20, 2023. OXFORD: ELSEVIER SCI LTD. |
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2023 Conference Publication Triple Contrast Computed Tomography Reveals Site-Specific Differences In Human Knee Joint Biomechanical PropertiesOrava, H., Paakkari, P., Jäntti, J., Honkanen, M.K., Honkanen, J.T., Virén, T., Tanska, P., Korhonen, R.K., Grinstaff, M.W., Töyräs, J. and Mäkelä, J.T. (2023). Triple Contrast Computed Tomography Reveals Site-Specific Differences In Human Knee Joint Biomechanical Properties. 2023 OARSI World Congress on Osteoarthritis, Denver, CO United States, 17-20 March 2023. London, United Kingdom: Elsevier. doi: 10.1016/j.joca.2023.01.263 |
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2023 Conference Publication Tantalum And Iodine Based Dual-Contrast Photon-Counting Computed Tomography Method For Assessment Of Articular Cartilage CompositionPaakkari, P., Inkinen, S.I., Jäntti, J., Tuppurainen, J., Fugazzola, M.C., Joenathan, A., Ylisiurua, S., Nieminen, M.T., Grinstaff, M.W., Kröger, H., Töyräs, J., Honkanen, J.T. and Mäkelä, J.T. (2023). Tantalum And Iodine Based Dual-Contrast Photon-Counting Computed Tomography Method For Assessment Of Articular Cartilage Composition. 2023 OARSI World Congress on Osteoarthritis, Denver, CO United States, 17-20 March 2023. London, United Kingdom: Elsevier. doi: 10.1016/j.joca.2023.01.278 |
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2023 Conference Publication TRIPLE CONTRAST COMPUTED TOMOGRAPHY REVEALS SITESPECIFIC DIFFERENCES IN HUMAN KNEE JOINT BIOMECHANICAL PROPERTIESOrava, H., Paakkari, P., Jantti, J., Honkanen, M. K., Honkanen, J. T., Viren, T., Tanska, P., Korhonen, R. K., Grinstaff, M. W., Toyras, J. and Makela, J. T. (2023). TRIPLE CONTRAST COMPUTED TOMOGRAPHY REVEALS SITESPECIFIC DIFFERENCES IN HUMAN KNEE JOINT BIOMECHANICAL PROPERTIES. World Congress of Osteoarthritis Research Society International (OARSI), Denver Co, Mar 17-20, 2023. OXFORD: ELSEVIER SCI LTD. |
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2023 Journal Article Obstructive sleep apnea patients with atrial arrhythmias suffer from prolonged recovery from desaturationsRissanen, Marika, Korkalainen, Henri, Duce, Brett, Sillanmaki, Saara, Pitkanen, Henna, Suni, Aaron, Nikkonen, Sami, Kulkas, Antti, Toyras, Juha, Leppanen, Timo and Kainulainen, Samu (2023). Obstructive sleep apnea patients with atrial arrhythmias suffer from prolonged recovery from desaturations. IEEE Transactions on Biomedical Engineering, 70 (7), 2122-2130. doi: 10.1109/tbme.2023.3236680 |
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2023 Book Chapter Correction to: Pulse Oximetry: The Working Principle, Signal Formation, and ApplicationsLeppänen, Timo, Kainulainen, Samu, Korkalainen, Henri, Sillanmäki, Saara, Kulkas, Antti, Töyräs, Juha and Nikkonen, Sami (2023). Correction to: Pulse Oximetry: The Working Principle, Signal Formation, and Applications. Advances in the diagnosis and treatment of sleep apnea: filling the gap between physicians and engineers. (pp. C1-C1) edited by Thomas Penzel and Roberto Hornero. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-031-06413-5_23 |
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2023 Conference Publication Towards a deeper understanding of sleep stages through their representation in the latent space of variational autoencodersBiedebach, Luka, Rusanen, Matias, Pórðarson, Benedikt Hólm, Arnardóttir, Erna Sif, Óskarsdóttir, María, Nikkonen, Sami, Korkalainen, Henri, Myllymaa, Sami, Töyräs, Juha, Kainulainen, Samu, Leppänen, Timo and Islind, Anna Sigridur (2023). Towards a deeper understanding of sleep stages through their representation in the latent space of variational autoencoders. 56th Annual Hawaii International Conference on System Sciences, HICSS 2023, Online, 3 - 6 January 2023. Washington, DC United States: IEEE Computer Society. doi: 10.24251/hicss.2023.382 |
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2023 Conference Publication 3-D T1 relaxation time measurements in an equine model of mild post-traumatic osteoarthritis using MB-SWIFTPala, Swetha, Nykänen, Olli, Hänninen, Nina, Mohammadi, Ali, Ebrahimi, Mohammadhossein, Moller, Nikae te, Brommer, Harold, van Weeren, P René, Mäkelä, Janne, Korhonen, Rami, Töyräs, Juha, Mikkonen, Santtu and Nissi, Mikko (2023). 3-D T1 relaxation time measurements in an equine model of mild post-traumatic osteoarthritis using MB-SWIFT. Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting, London, United Kingdom, 7-12 May 2022. Berkeley, CA United States: International Society for Magnetic Resonance in Medicine. doi: 10.58530/2022/2305 |
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2023 Journal Article Generalizable deep learning-based sleep staging approach for ambulatory textile electrode headband recordingsRusanen, M., Huttunen, R., Korkalainen, H., Myllymaa, S., Toyras, J., Myllymaa, K., Sigurdardottir, S., Olafsdottir, K. A., Leppanen, T., Arnardottir, E. S. and Kainulainen, S. (2023). Generalizable deep learning-based sleep staging approach for ambulatory textile electrode headband recordings. IEEE Journal of Biomedical and Health Informatics, 27 (99), 1-12. doi: 10.1109/jbhi.2023.3240437 |
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2023 Journal Article Corrections to “An In-Laboratory Comparison of FocusBand EEG Device and Textile Electrodes Against a Medical-Grade System and Wet Gel Electrodes”Rusanen, Matias, Myllymaa, Sami, Kalevo, Laura, Myllymaa, Katja, Töyräs, Juha, Leppänen, Timo and Kainulainen, Samu (2023). Corrections to “An In-Laboratory Comparison of FocusBand EEG Device and Textile Electrodes Against a Medical-Grade System and Wet Gel Electrodes”. IEEE Access, 11, 37164-37165. doi: 10.1109/access.2023.3263457 |
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2022 Journal Article Desaturation event scoring criteria affect the perceived severity of nocturnal hypoxic loadKarhu, Tuomas, Leppänen, Timo, Korkalainen, Henri, Myllymaa, Sami, Duce, Brett, Töyräs, Juha and Nikkonen, Sami (2022). Desaturation event scoring criteria affect the perceived severity of nocturnal hypoxic load. Sleep Medicine, 100, 479-486. doi: 10.1016/j.sleep.2022.09.024 |
