Juuso Tuppurainen
Doctoral Researcher
Evaluation and prediction of the functional changes due to osteoarthritis using methods such as f...
Department of Technical Physics, Faculty of Science, Forestry and Technology
juuso.tuppurainen@uef.fi
My research focuses on osteoarthritis. Currently, I am using cartilage biomechanical modeling to determine which cartilage biomechanical properties can be determined from contrast enhanced computed tomography images. My goal is to improve the diagnosis of osteoarthritis by developing a method to reliably assess cartilage condition and also make cartilage models more patient-specific.
Research groups
Publications
9/9 items-
Dual-Contrast Agent with Nanoparticle and Molecular Components in Photon-Counting Computed Tomography: Assessing Articular Cartilage Health
Paakkari, 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 KM; Matikka, Hanna; Grinstaff, Mark W; Honkanen, Juuso TJ; Mäkelä, Janne TA. 2025. Annals of biomedical engineering. [Published: 28 March 2025]: 1-16 A1 Journal article (refereed), original research -
Comparison of site-specific tensile, compressive, and friction properties of human tibiofemoral joint cartilage and their relationship to degeneration
Ristaniemi, Aapo; Tuppurainen, Juuso; Jäntti, Jiri; Nippolainen, Ervin; Afara, Isaac O; Mononen, Mika E; Korhonen, Rami K; Mäkelä, Janne TA. 2024. Journal of biomechanics. 177: A1 Journal article (refereed), original research -
Raman Spectra Predict the Composition, Structure, and Viscoelastic Properties of Articular Cartilage
Kazemi, Masumeh; Tuppurainen, Juuso; Jäntti, Jiri; Yu, Chenhao; Fugazzola, Maria; Van Weeren, René; Grinstaff, Mark W; Snyder, Brian D; Bergholt, Mads S; Mäkelä, Janne; Albro, Michael B. 2024. Transactions of the annual meeting of the Orthopaedic Research Society abstract -
Revealing Detailed Cartilage Function Through Nanoparticle Diffusion Imaging: A Computed Tomography & Finite Element Study
Tuppurainen, Juuso; Paakkari, Petri; Jäntti, Jiri; Nissinen, Mikko T. Fugazzola, Maria C; van Weeren, René; Ylisiurua, Sampo; Nieminen, Miika T; Kröger, Heikki; Snyder, Brian D; Joenathan, Anisha; Grinstaff, Mark W; Matikka, Hanna; Korhonen, Rami K; Mäkelä, Janne TA. 2024. Annals of biomedical engineering. 52: 2584-2595 A1 Journal article (refereed), original research -
Articular Cartilage Characterization Using Tantalum and Iodine-based Dual-Contrast Photon-Counting Computed Tomography
Paakkari, Petri; Inkinen, Satu; Jäntti, Jiri; Tuppurainen, Juuso; Fugazzola, Maria; Joenathan, Anisha; Ylisiurua, Sampo; Nieminen, Miika; Grinstaff, Mark; Kröger, Heikki; Töyräs, Juha; Honkanen, Juuso; Mäkelä, Janne. 2023. Transactions of the annual meeting of the Orthopaedic Research Society abstract -
Cationic tantalum oxide nanoparticle contrast agent for micro computed tomography reveals articular cartilage proteoglycan distribution and collagen architecture alterations
Jäntti, Jiri; Joenathan, Anisha; Fugazzola, Maria; Tuppurainen, Juuso; Honkanen, Juuso TJ; Töyräs, Juha; van Weeren, René; Snyder, Brian D; Grinstaff, Mark W; Matikka, Hanna; Mäkelä, Janne TA. 2023. Osteoarthritis and cartilage. 2024; 32: 299-309 A1 Journal article (refereed), original research -
Composition, architecture and biomechanical properties of articular cartilage in differently loaded areas of the equine stifle
Fugazzola, Maria; Nissinen, Mikko T; Jäntti, Jiri; Tuppurainen, Juuso; Plomp, Saskia; Te Moller, Nikae; Mäkelä, Janne TA; van Weeren, Rene. 2023. Equine veterinary journal. 2024; 56: 573-585 A1 Journal article (refereed), original research -
Contrast Agent Diffusion Reflects Biomechanical Finite Element Model Properties Of Articular Cartilage
Tuppurainen, J; Jäntti, J; Nissinen, MT; Fugazzola, MC; van Weeren, R; Joenathan, A; Grinstaff, MW; Matikka, H; Korhonen, RK; Mäkelä, JT. 2023. Osteoarthritis and cartilage abstract -
Tantalum And Iodine Based Dual-Contrast Photon-Counting Computed Tomography Method For Assessment Of Articular Cartilage Composition
Paakkari, P; Inkinen, SI; Jäntti, J; Tuppurainen, J; Fugazzola, MC; Joenathan, A; Ylisiurua, S; Nieminen, MT; Grinstaff, MW; Kröger, H; Töyräs, J; Honkanen, JT; Mäkelä, JT. 2023. Osteoarthritis and cartilage abstract