
Mika Mononen
Senior Researcher
Department of Technical Physics, Faculty of Science, Forestry and Technology
[email protected] | +358 40 355 3112
Research groups
Publications
68/68 items-
An Electromyography-Assisted Musculoskeletal Simulation With Concurrent Optimization of Muscle Excitations and Knee Joint Kinematics
Esrafilian, Amir; Smith, Colin; Lavikainen, Jere; Stenroth, Lauri; Mononen, Mika E; Karjalainen, Pasi A; Saxby, David J; Lloyd, David G; Korhonen, Rami K, 2025, Journal of biomechanical engineering: transactions of the ASME, 147, 9, 091002. A1 Journal article (refereed), original research -
Effect of Uncertainties in Musculoskeletal Modeling Inputs on Sensitivity of Knee Joint Finite Element Simulations
Jahangir, Sana; Bosch, Will; Esrafilian, Amir; Mononen, Mika E; Tanska, Petri; Stenroth, Lauri; Henriksen, Marius; Alkjaer, Tine; Korhonen, Rami K, 2025, Medical engineering and physics, 138, 104313. 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 -
Relationships between human patellar tendon and tibial cartilage viscoelastic properties in osteoarthritic knees: an exploratory investigation
Kositsky, Adam; Linus, Awuniji; Stenroth, Lauri; Nippolainen, Ervin; Kröger, Heikki; Töyräs, Juha; Mäkelä, Janne TA; Liukkonen, Mimmi K; Tanska, Petri; Afara, Isaac O; Mononen, Mika E; Korhonen, Rami K, 2025, Journal of biomechanics, 189, 112772. 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 -
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, 112386. A1 Journal article (refereed), original research -
Effect of patient specificity on predicting knee cartilage degeneration in obese adults: Musculoskeletal finite-element modeling of data from the CAROT trial
Orozco, Gustavo A; Stenroth, Lauri; Esrafilian, Amir; Tanska, Petri; Mononen, Mika E; Henriksen, Marius; Alkjaer, Tine; Korhonen, Rami K; Isaksson, Hanna, 2024, Journal of orthopaedic research, 42, 11, 2437-2449, . A1 Journal article (refereed), original research -
Gait data from 51 healthy participants with motion capture, inertial measurement units, and computer vision
Lavikainen, Jere; Vartiainen, Paavo; Stenroth, Lauri; Karjalainen, Pasi A; Korhonen, Rami K; Liukkonen, Mimmi K; Mononen, Mika E, 2024, Data in brief, 56, 110841. A1 Journal article (refereed), original research -
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