Mikael Turunen
Senior Researcher
UEF research fellow
Department of Technical Physics, Faculty of Science, Forestry and Technology
Research interests
- The role of mineralized tissues in osteoarthritis
- Prediction of osteoarthritis development
Research groups
Publications
53/53 items-
Calcified Cartilage Mineral Maturity Decreases with Early Osteoarthritis in the Human Knee Joint
Hiltunen, Rasmus K; Turunen, Mikael J; Ristaniemi, Aapo; Nippolainen, Ervin; Afara, Isaac O; Mäkelä, Janne TA; Mononen, Mika E; Tanska, Petri; Honkanen, Juuso TJ, 2025, Transactions of the annual meeting of the Orthopaedic Research Society. Abstract -
Generating synthetic images of human skeletal motion for pose and kinematics estimation tasks
Lavikainen, Jere; Pagnon, David; Liukkonen, Mimmi K.; Korhonen, Rami K.; Turunen, Mikael J.; Stenroth, Lauri; Mononen, Mika E, 2025, Scientific data, 12, 1952. A1 Journal article (refereed), original research -
Healthy knee asymmetry is a potential risk factor for knee osteoarthritis: Data from the osteoarthritis initiative
Turunen, Mikael J; Paz, Alexander; Stenroth, Lauri; Mikkonen, Santtu; Liukkonen, Mimmi K; Mononen, Mika E, 2025, Osteoarthritis imaging, 5, 4, 100385. A1 Journal article (refereed), original research -
Predicting Knee Osteoarthritis Severity from Radiographic Predictors: Data from the Osteoarthritis Initiative
Nurmirinta, Teemu AT.; Turunen, Mikael J; Tohka, Jussi; Mononen, Mika E; Liukkonen, Mimmi K, 2025, Annals of biomedical engineering, 53, 8, 1852-1861. A1 Journal article (refereed), original research -
Biomechanical modeling and imaging for knee osteoarthritis – is there a role for AI?
Mononen, Mika E; Turunen, Mikael J; Stenroth, Lauri; Saarakkala, Simo; Boesen, Mikael, 2024, Osteoarthritis imaging, 4, 2, 100182. A2 Review article, Literature review, Systematic review -
Knee-Loading Predictions with Neural Networks Improve Finite Element Modeling Classifications of Knee Osteoarthritis: Data from the Osteoarthritis Initiative
Paz, Alexander; Lavikainen, Jere; Turunen, Mikael J; García, José J; Korhonen, Rami K; Mononen, Mika E, 2024, Annals of biomedical engineering, 52, 9, 2569-2583. A1 Journal article (refereed), original research -
Machine Learning Model Trained with Finite Element Modeling Can Predict the Risk of Osteoarthritis: Data from the Osteoarthritis Initiative
Mononen, Mika E; Liukkonen, Mimmi K; Turunen, Mikael J, 2024, Applied sciences, 14, 20, 9538. A1 Journal article (refereed), original research -
Two-Stage Classification of Future Knee Osteoarthritis Severity After 8 Years Using MRI: Data from the Osteoarthritis Initiative
Nurmirinta, Teemu AT; Turunen, Mikael J; Korhonen, Rami K; Tohka, Jussi; Liukkonen, Mimmi K; Mononen, Mika E, 2024, Annals of biomedical engineering, 52, 12, 3172-3183. A1 Journal article (refereed), original research -
X-ray with finite element analysis is a viable alternative for MRI to predict knee osteoarthritis: Data from the Osteoarthritis Initiative
Mononen, Mika E; Liukkonen, Mimmi K; Turunen, Mikael J, 2024, Journal of orthopaedic research, 42, 9, 1964-1973. A1 Journal article (refereed), original research -
Atlas-based finite element analyses with simpler constitutive models predict personalized progression of knee osteoarthritis: data from the osteoarthritis initiative
Mononen, Mika E; Paz, Alexander; Liukkonen, Mimmi K; Turunen, Mikael J, 2023, Scientific reports, 13, 1, 8888. A1 Journal article (refereed), original research