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2025 Conference Publication Machine Learning-Based Classification of Early Osteoarthritis Using Contrast-Enhanced Computed TomographyPaakkari, Petri, Inkinen, Satu I., Jäntti, Jiri, Tuppurainen, Juuso, Nurmirinta, Teemu A., Nieminen, Miika T., Weeren, René van, Snyder, Brian, Töyräs, Juha, Honkanen, Miitu, Grinstaff, Mark, Tanska, Petri, Mäkelä, Janne and Honkanen, Juuso T. (2025). Machine Learning-Based Classification of Early Osteoarthritis Using Contrast-Enhanced Computed Tomography. OARSI 2025 World Congress on Osteoarthritis, Incheon, South Korea, 24-27 April 2025. London, United Kingdom: Elsevier. doi: 10.1016/j.joca.2025.03.014 |
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2025 Journal Article Retrospective validation of automatic sleep analysis with grey areas model for human‐in‐the‐loop scoring approachRusanen, Matias, Jouan, Gabriel, Huttunen, Riku, Nikkonen, Sami, Sigurðardóttir, Sigríður, Töyräs, Juha, Duce, Brett, Myllymaa, Sami, Arnardottir, Erna Sif, Leppänen, Timo, Islind, Anna Sigridur, Kainulainen, Samu and Korkalainen, Henri (2025). Retrospective validation of automatic sleep analysis with grey areas model for human‐in‐the‐loop scoring approach. Journal of Sleep Research, 34 (3) e14362, 1-13. doi: 10.1111/jsr.14362 |
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2025 Journal Article Relationships between human patellar tendon and tibial cartilage viscoelastic properties in osteoarthritic knees: an exploratory investigationKositsky, Adam, Linus, Awuniji, Stenroth, Lauri, Nippolainen, Ervin, Kröger, Heikki, Töyräs, Juha, Mäkelä, Janne T.A., Liukkonen, Mimmi K., Tanska, Petri, Afara, Isaac O., Mononen, Mika E. and Korhonen, Rami K. (2025). Relationships between human patellar tendon and tibial cartilage viscoelastic properties in osteoarthritic knees: an exploratory investigation. Journal of Biomechanics, 189 112772, 112772-189. doi: 10.1016/j.jbiomech.2025.112772 |
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2025 Journal Article Non-Destructive Assessment of Tissue Engineered Cartilage Maturity Using Visible and Near Infrared Spectroscopy Combined with Machine LearningElkadi, Omar Anwar, Abinzano, Florencia, Nippolainen, Ervin, González, Ona Bach, Töyräs, Juha, Levato, Riccardo, Malda, Jos and Afara, Isaac O. (2025). Non-Destructive Assessment of Tissue Engineered Cartilage Maturity Using Visible and Near Infrared Spectroscopy Combined with Machine Learning. Biosensors and Bioelectronics, 286 117587, 117587-286. doi: 10.1016/j.bios.2025.117587 |
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2025 Conference Publication Viscoelastic Properties Of Human Collateral Knee Ligaments Are Related And Altered In OsteoarthritisKositsky, Adam, Gheisari, Anahita, Karjalainen, Ville-Pauli, Virtanen, Vesa, Nippolainen, Ervin, Linus, Awuniji, Kröger, Heikki, Töyräs, Juha, Tanska, Petri, Saarakkala, Simo, Mononen, Mika, Afara, Isaac, Korhonen, Rami K. and Finnilä, Mikko (2025). Viscoelastic Properties Of Human Collateral Knee Ligaments Are Related And Altered In Osteoarthritis. OARSI 2025 World Congress on Osteoarthritis, Incheon, South Korea, 24-27 April 2025. London, United Kingdom: Elsevier. doi: 10.1016/j.joca.2025.02.022 |
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2025 Conference Publication Towards Automatic Segmentation Of Cartilage In Contrast-enhanced Computed TomographyOrava, Heta, Myller, Katariina A., Paakkari, Petri, Jäntti, Jiri, Honkanen, Miitu, Honkanen, Juuso T., Virén, Tuomas, Grinstaff, Mark, Töyräs, Juha, Väänänen, Sami P. and Mäkelä, Janne (2025). Towards Automatic Segmentation Of Cartilage In Contrast-enhanced Computed Tomography. OARSI 2025 World Congress on Osteoarthritis, Incheon, South Korea, 24-27 April 2025. London, United Kingdom: Elsevier. doi: 10.1016/j.joca.2025.02.404 |
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2025 Journal Article Dual-Contrast Agent with Nanoparticle and Molecular Components in Photon-Counting Computed Tomography: Assessing Articular Cartilage HealthPaakkari, Petri, Inkinen, Satu I., Jäntti, Jiri, Tuppurainen, Juuso, Fugazzola, Maria C., Joenathan, Anisha, Ylisiurua, Sampo, Nieminen, Miika T., Kröger, Heikki, Mikkonen, Santtu, van Weeren, René, Snyder, Brian D., Töyräs, Juha, Honkanen, Miitu K. M., Matikka, Hanna, Grinstaff, Mark W., Honkanen, Juuso T. J. and Mäkelä, Janne T. A. (2025). Dual-Contrast Agent with Nanoparticle and Molecular Components in Photon-Counting Computed Tomography: Assessing Articular Cartilage Health. Annals of Biomedical Engineering, 53 (6), 1-16. doi: 10.1007/s10439-025-03715-0 |
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2025 Journal Article Machine learning approaches for the fusion of near-infrared, mid-infrared, and Raman data to identify cartilage degradation in human osteochondral plugsTafintseva, Valeria, Nippolainen, Ervin, Virtanen, Vesa, Solheim, Johanne Heitmann, Zimmermann, Boris, Saarakkala, Simo, Kröger, Heikki, Kohler, Achim, Töyräs, Juha, Afara, Isaac O. and Shaikh, Rubina (2025). Machine learning approaches for the fusion of near-infrared, mid-infrared, and Raman data to identify cartilage degradation in human osteochondral plugs. Applied Spectroscopy, 79 (3), 385-395. doi: 10.1177/00037028241285583 |
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2025 Conference Publication Heart rate variability: an early biomarker of cystic fibrosis exacerbationMattison, G., Dobbins, C., Smith, D., Reid, D., Canfell, O., Sullivan, C., Toyras, J., Okano, S., Pelecanos, A., Hartel, G. and Forrester, D. (2025). Heart rate variability: an early biomarker of cystic fibrosis exacerbation. TSANZSRS Annual Scientific meeting 2025, Adelaide, SA, Australia, 21-25 March 2025. Richmond, VIC, Australia: John Wiley & Sons. doi: 10.1111/imj.70003 |
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2025 Journal Article The human patellar tendon is mechanically homogenous at its mid-substanceKositsky, Adam, Stenroth, Lauri, Nippolainen, Ervin, Torniainen, Jari, Mäkelä, Janne T.A., Paakkari, Petri, Paakkonen, Tommi, Kröger, Heikki, Töyräs, Juha, Afara, Isaac O. and Korhonen, Rami K. (2025). The human patellar tendon is mechanically homogenous at its mid-substance. Journal of the Mechanical Behavior of Biomedical Materials, 163 106875, 1-10. doi: 10.1016/j.jmbbm.2024.106875 |
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2025 Journal Article Hybrid discrete and finite element analysis enables fast evaluation of hip joint cartilage mechanical responseVenäläinen, Mikko S., Li, Mao, Töyräs, Juha, Korhonen, Rami K., Fripp, Jurgen, Crozier, Stuart, Chandra, Shekhar S. and Engstrom, Craig (2025). Hybrid discrete and finite element analysis enables fast evaluation of hip joint cartilage mechanical response. Journal of Biomechanics, 182 112568, 1-6. doi: 10.1016/j.jbiomech.2025.112568 |
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2025 Journal Article Community prevalence of positional obstructive sleep apneaDuce, Brett L., Kulkas, Antti E., Leppänen, Timo T., Oksenberg, Arie, Töyräs, Juha and Hukins, Craig A. (2025). Community prevalence of positional obstructive sleep apnea. Journal of Clinical Sleep Medicine, 21 (5), 875-882. doi: 10.5664/jcsm.11584 |
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2025 Journal Article Arousal burden is highest in supine sleeping position and during light sleepPitkänen, Minna, Huovinen, Juho, Rissanen, Marika, Pitkänen, Henna, Kainulainen, Samu, Penzel, Thomas, Fanfulla, Francesco, Anttalainen, Ulla, Saaresranta, Tarja, Grote, Ludger, Hedner, Jan, Staats, Richard, Duce, Brett, Töyräs, Juha, Oksenberg, Arie and Leppänen, Timo (2025). Arousal burden is highest in supine sleeping position and during light sleep. Journal of Clinical Sleep Medicine, 21 (2), 337-344. doi: 10.5664/jcsm.11398 |
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2025 Journal Article The Relationship Between the Optical Properties of Articular Cartilage and the Biomechanical Parameters of the TissueKafian-Attari, Iman, Ebrahimi, Mohammad, Nippolainen, Ervin, Mirhashemi, Arash, Paakkari, Petri, Bergmann, Florian, Foschum, Florian, Kienle, Alwin, Toyras, Juha and Afara, Isaac (2025). The Relationship Between the Optical Properties of Articular Cartilage and the Biomechanical Parameters of the Tissue. Journal of Biophotonics, 18 (4) e202400460, e202400460. doi: 10.1002/jbio.202400460 |
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2025 Journal Article Orientation-Independent T2 Mapping Enhances MRI-Based Cartilage CharacterizationLeskinen, Henri P. P., Tuppurainen, Juuso, Jäntti, Jiri, Mäkelä, Janne T. A., Nippolainen, Ervin, Afara, Isaac O., Töyräs, Juha, Nykänen, Olli and Nissi, Mikko J. (2025). Orientation-Independent T2 Mapping Enhances MRI-Based Cartilage Characterization. Annals of Biomedical Engineering. doi: 10.1007/s10439-025-03774-3 |
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2025 Journal Article EXPLORING THE RELATIONSHIP BETWEEN LIGAMENT MICROSTRUCTURE AND MECHANICS IN OA-AFFECTED HUMAN KNEESGheisari, A., Kositsky, A., Karjalainen, V.-P., Gupta, S. Das, Virtanen, V., Nippolainen, E., Kröger, H., Töyräs, J., Saarakkala, S., Afara, I.O., Korhonen, R.K. and Finnilä, M.A.J. (2025). EXPLORING THE RELATIONSHIP BETWEEN LIGAMENT MICROSTRUCTURE AND MECHANICS IN OA-AFFECTED HUMAN KNEES. Osteoarthritis Imaging, 5 100287, 100287. doi: 10.1016/j.ostima.2025.100287 |
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2024 Journal Article Nocturnal short-term HRV reflects impaired daytime vigilance better than overnight HRV in suspected OSA patientsHietakoste, Salla, Karhu, Tuomas, Lombardi, Carolina, Armañac-Julián, Pablo, Bailón, Raquel, Duce, Brett, Sillanmäki, Saara, Töyräs, Juha, Leppänen, Timo, Myllymaa, Sami and Kainulainen, Samu (2024). Nocturnal short-term HRV reflects impaired daytime vigilance better than overnight HRV in suspected OSA patients. Sleep, 48 (4) zsae282. doi: 10.1093/sleep/zsae282 |
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2024 Journal Article Photon-counting in dual-contrast-enhanced computed tomography: a proof-of-concept quantitative biomechanical assessment of articular cartilagePaakkari, Petri, Inkinen, Satu I., Mohammadi, Ali, Nieminen, Miika T., Joenathan, Anisha, Grinstaff, Mark W., Töyräs, Juha, Mäkelä, Janne T. A. and Honkanen, Juuso T. J. (2024). Photon-counting in dual-contrast-enhanced computed tomography: a proof-of-concept quantitative biomechanical assessment of articular cartilage. Scientific Reports, 14 (1) 29956, 1-14. doi: 10.1038/s41598-024-78237-1 |
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2024 Journal Article Temporal and sleep stage‐dependent agreement in manual scoring of respiratory eventsPitkänen, Minna, Pitkänen, Henna, Nath, Rajdeep Kumar, Nikkonen, Sami, Kainulainen, Samu, Korkalainen, Henri, Ólafsdóttir, Kristín Anna, Arnardottir, Erna Sif, Sigurdardottir, Sigridur, Penzel, Thomas, Fanfulla, Francesco, Anttalainen, Ulla, Saaresranta, Tarja, Grote, Ludger, Hedner, Jan, Staats, Richard, Töyräs, Juha and Leppänen, Timo (2024). Temporal and sleep stage‐dependent agreement in manual scoring of respiratory events. Journal of Sleep Research, 34 (3) e14391, e14391. doi: 10.1111/jsr.14391 |
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2024 Conference Publication Worsening hypoxic load impairs cardiorespiratory couplingHietakoste, Salla, Armañac-Julián, Pablo, Karhu, Tuomas, Bailón, Raquel, Sillanmäki, Saara, Töyräs, Juha, Leppänen, Timo, Myllymaa, Sami and Kainulainen, Samu (2024). Worsening hypoxic load impairs cardiorespiratory coupling. 2024 13th Conference of the European Study Group on Cardiovascular Oscillations: Physiologically-Guided Signal Processing of Cardiovascular and Cerebrovascular Oscillations, ESGCO 2024, Zaragoza, Spain, 23-25 October 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/esgco63003.2024.10767029 |
