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Mika Mononen

Mika Mononen

Senior Researcher

Department of Technical Physics, Faculty of Science, Forestry and Technology

[email protected] | +358 40 355 3112

Information Publications

Research groups

Biophysics of Bone and Cartilage (BBC) 01.01.1998 -

Publications

74/74 items

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: 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: 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: 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: 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: 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: A1 Journal article (refereed), original research
Predicting Knee Joint Contact Force Peaks During Gait Using a Video Camera or Wearable Sensors
Lavikainen, Jere; Stenroth, Lauri; Vartiainen, Paavo; Alkjaer, Tine; Karjalainen, Pasi A; Henriksen, Marius; Korhonen, Rami K; Liukkonen, Mimmi; Mononen, Mika E. 2024. Annals of biomedical engineering. [Epub ahead of print 03 August 2024]: 1-15 A1 Journal article (refereed), original research
Site-specific elastic and viscoelastic biomechanical properties of healthy and osteoarthritic human knee joint articular cartilage
Linus, Awuniji; Tanska, Petri; Nippolainen, Ervin; Tiitu, Virpi; Töyras, Juha; Korhonen, Rami K; Afara, Isaac O; Mononen, Mika E. 2024. Journal of biomechanics. 169: . 112135 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. [Published: 09 July 2024]: 1-12 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. [Epub ahead of print 22 April 2024]: 1-10 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: . 8888 A1 Journal article (refereed), original research
Comparison of constitutive models for meniscus and their effect on the knee joint biomechanics during gait
Simkheada, Tulashi; Orozco, Gustavo A.; Korhonen, Rami K; Tanska, Petri; Mononen, Mika E. 2023. Computer methods in biomechanics and biomedical engineering. 26: 2008-2021 A1 Journal article (refereed), original research
Effects of gait modifications on tissue‐level knee mechanics in individuals with medial tibiofemoral osteoarthritis: A proof‐of‐concept study towards personalized interventions
Esrafilian, Amir; Halonen, Kimmo S; Dzialo, Christine. M; Mannisi, Marco; Mononen, Mika E; Tanska, Petri; Woodburn, Jim; Korhonen, Rami K; Andersen, Michael S. 2023. Journal of orthopaedic research. 2024; 42: 326-338 A1 Journal article (refereed), original research
Patellar tendon and tibial cartilage viscoelastic properties are inversely related in osteoarthritic knees
Kositsky, Adam; Linus, Awuniji; Stenroth, Lauri; Mononen, Mika E; Nippolainen, Ervin; Kröger, Heikki; Töyräs, Juha; Mäkelä, Janne TA; Tanska, Petri; Afara, Isaac O; Korhonen, Rami K. 2023. Transactions of the annual meeting of the Orthopaedic Research Society abstract
Prediction of Knee Joint Compartmental Loading Maxima Utilizing Simple Subject Characteristics and Neural Networks
Lavikainen, Jere; Stenroth, Lauri; Alkjær, Tine; Karjalainen, Pasi A; Korhonen, Rami K.; Mononen, Mika E. 2023. Annals of biomedical engineering. 51: 2479-2489 A1 Journal article (refereed), original research
Sensitivity of simulated knee joint mechanics to selected human and bovine fibril-reinforced poroelastic material properties
Jahangir, Sana; Esrafilian, Amir; Ebrahimi, Mohammadhossein; Stenroth, Lauri; Alkjær, Tine; Henriksen, Marius; Englund, Martin; Mononen, Mika E; Korhonen, Rami K; Tanska, Petri. 2023. Journal of biomechanics. 160: A1 Journal article (refereed), original research
Towards a Transferable Modeling Method of the Knee to Distinguish Between Future Healthy Joints from Osteoarthritic Joints: Data from the Osteoarthritis Initiative
Paz, Alexander; García, José J; Korhonen, Rami K; Mononen, Mika E. 2023. Annals of biomedical engineering. 51: 2192-2203 A1 Journal article (refereed), original research
Visible and Near-Infrared Spectroscopy Enables Differentiation of Normal and Early Osteoarthritic Human Knee Joint Articular Cartilage
Linus, Awuniji; Tanska, Petri; Sarin, Jaakko K.; Nippolainen, Ervin; Tiitu, Virpi; Mäkelä, Janne T.A.; Töyräs, Juha; Korhonen, Rami K.; Mononen, Mika E.; Afara, Isaac O.. 2023. Annals of biomedical engineering. 51: 2245-2257 A1 Journal article (refereed), original research
A novel knee joint model in FEBio with inhomogeneous fibril-reinforced biphasic cartilage simulating tissue mechanical responses during gait: data from the osteoarthritis initiative
Paz, Alexander; Orozco, Gustavo A; Tanska, Petri; García, José J; Korhonen, Rami K. Mononen, Mika E. 2022. Computer methods in biomechanics and biomedical engineering. [Published online: 05 Sep 2022]: 1-15 A1 Journal article (refereed), original research
An EMG-Assisted Muscle-Force Driven Finite Element Analysis Pipeline to Investigate Joint- and Tissue-Level Mechanical Responses in Functional Activities: Towards a Rapid Assessment Toolbox
Esrafilian, Amir; Stenroth, Lauri; Mononen, Mika E.; Vartiainen, Paavo; Tanska, Petri; Karjalainen, Pasi A.; Suomalainen, Juha-Sampo; Arokoski, J.; Saxby, David J.; Lloyd, David G.; Korhonen, Rami K.. 2022. IEEE transactions on biomedical engineering. 69: 2860-2871 A1 Journal article (refereed), original research
Correction to: Rapid X-Ray-Based 3-D Finite Element Modeling of Medial Knee Joint Cartilage Biomechanics During Walking
Jahangir, Sana; Mohammadi, Ali; Mononen, Mika E.; Hirvasniemi, Jukka; Suomalainen, Juha-Sampo; Saarakkala, Simo; Korhonen, Rami K.; Tanska, Petri. 2022. Annals of biomedical engineering. 50: 614-614 B1 Non-refereed journal articles
Effect of osteoporosis-related reduction in the mechanical properties of bone on the acetabular fracture during a sideways fall: A parametric finite element approach
Khakpour, Shahab; Esrafilian, Amir; Tanska, Petri; Mononen, Mika E.; Korhonen, Rami K.; Jämsä, Timo. 2022. PLoS ONE. 17: A1 Journal article (refereed), original research
Rapid X-Ray-Based 3-D Finite Element Modeling of Medial Knee Joint Cartilage Biomechanics During Walking
Jahangir, Sana; Mohammadi, Ali; Mononen, Mika E.; Hirvasniemi, Jukka; Suomalainen, Juha-Sampo; Saarakkala, Simo; Korhonen, Rami K.; Tanska, Petri. 2022. Annals of biomedical engineering. 50: 666-679 A1 Journal article (refereed), original research
Effect of Impact Velocity, Flooring Material, and Trochanteric Soft-Tissue Quality on Acetabular Fracture during a Sideways Fall: A Parametric Finite Element Approach
Khakpour, Shahab; Tanska, Petri; Esrafilian, Amir; Mononen, Mika E; Saarakkala, Simo; Korhonen, Rami K; Jämsä, Timo. 2021. Applied sciences. 11: 365 A1 Journal article (refereed), original research
Expediting Finite Element Analyses for Subject-Specific Studies of Knee Osteoarthritis: A Literature Review
Paz, Alexander; Orozco, Gustavo; Korhonen, Rami; García, José Jaime; Mononen, Mika. 2021. Applied sciences. 11: 24 A2 Review article, Literature review, Systematic review
High-resolution infrared microspectroscopic characterization of cartilage cell microenvironment
Linus, A; Ebrahimi, M; Turunen, MJ; Saarakkala, S; Joukainen, A; Kröger, H; Koistinen, A; Finnilä, M; Afara, IO; Mononen, ME; Tanska, P; Korhonen, RK. 2021. Acta biomaterialia. 134: 252-260 A1 Journal article (refereed), original research
Subject-specific biomechanical analysis to estimate locations susceptible to osteoarthritis - Finite element modeling and MRI follow-up of ACL reconstructed patients
Bolcos, Paul O; Mononen, Mika E; Roach, Koren E; Tanaka, Matthew S; Suomalainen, Juha-Sampo; Mikkonen, Santtu; Nissi, Mikko J; Töyräs, Juha; Link, Thomas M; Souza, Richard B; Majumdar, Sharmila; Ma, C Benjamin; Li, Xiaojuan; Korhonen, Rami K. 2021. Journal of orthopaedic research. [ePub ahead of print 24 Nov 2021]: 1-12 A1 Journal article (refereed), original research
12 Degrees of Freedom Muscle Force Driven Fibril-Reinforced Poroviscoelastic Finite Element Model of the Knee Joint
Esrafilian, Amir; Stenroth, Lauri; Mononen, Mika E; Tanska, Petri; Rossom, Sam V; Lloyd, David G; Jonkers, Ilse; Korhonen, Rami K. 2020. IEEE transactions on neural systems and rehabilitation engineering. 2021; 29: 123-133 A1 Journal article (refereed), original research
Clinical Contrast-enhanced Computed Tomography with Semiautomatic Segmentation Provides Feasible Input for Computational Models of the Knee Joint
Myller, KAH; Korhonen, R; Töyräs, J; Tanska, P; Väänänen, S; Jurvelin, JS; Saarakkala, S; Mononen, ME. 2020. Journal of biomechanical engineering: transactions of the ASME. 142: 51001 A1 Journal article (refereed), original research
EMG-Assisted Muscle Force Driven Finite Element Model of the Knee Joint with Fibril-Reinforced Poroelastic Cartilages and Menisci
Esrafilian, A; Stenroth, L; Mononen, ME; Tanska, P; Avela, J; Korhonen, RK. 2020. Scientific reports. 10: 3026 A1 Journal article (refereed), original research
Identification of locations susceptible to osteoarthritis in patients with anterior cruciate ligament reconstruction: Combining knee joint computational modelling with follow-up T1p and T2 imaging
Bolcos, PO; Mononen, ME; Tanaka, MS; Yang, M; Suomalainen, JS; Nissi, MJ; Töyräs, J; Ma, B; Li, X; Korhonen, RK. 2020. Clinical biomechanics. 79: 104844 A1 Journal article (refereed), original research
Rapid CT-based Estimation of Articular Cartilage Biomechanics in the Knee Joint Without Cartilage Segmentation
Mohammadi, Ali; Myller, Katariina A H; Tanska, Petri; Hirvasniemi, Jukka; Saarakkala, Simo; Töyräs, Juha; Korhonen, Rami K; Mononen, Mika E. 2020. Annals of biomedical engineering. 48: 2965-2975 A1 Journal article (refereed), original research
Eight-year trajectories of changes in health-related quality of life in knee osteoarthritis: Data from the Osteoarthritis Initiative (OAI).
Törmälehto, S; Aarnio, E; Mononen, ME; Arokoski, JPA; Korhonen, RK; Martikainen, JA. 2019. PLoS ONE. 14: e0219902 A1 Journal article (refereed), original research
Maximum shear strain-based algorithm can predict proteoglycan loss in damaged articular cartilage
Eskelinen, ASA; Mononen, ME; Venäläinen, MS; Korhonen, RK; Tanska, P. 2019. Biomechanics and modeling in mechanobiology. 18: 753-778 A1 Journal article (refereed), original research
Comparison between kinetic and kinetic-kinematic driven knee joint finite element models
Bolcos, PO; Mononen, ME; Mohammadi, A; Ebrahimi, M; Tanaka, MS; Samaan, MA; Souza, RB; Li, X; Suomalainen, JS; Jurvelin, JS; Töyräs, J; Korhonen, RK. 2018. Scientific reports. 8: 17351 A1 Journal article (refereed), original research
Evaluation of the effect of bariatric surgery-induced weight loss on knee gait and cartilage degeneration
Liukkonen, MK; Mononen, ME; Vartiainen, P; Kaukinen, P; Bragge, T; Suomalainen, JS; Malo, MKH; Venesmaa, S; Käkelä, P; Pihlajamäki, J; Karjalainen, PA; Arokoski, JP; Korhonen, R. 2018. Journal of biomechanical engineering: transactions of the ASME. 14: 41008 A1 Journal article (refereed), original research
Health-related quality of life in relation to symptomatic and radiographic definitions of knee osteoarthritis: data from Osteoarthritis Initiative (OAI) 4-year follow-up study
Törmälehto, Soili; Mononen, Mika E; Aarnio, Emma; Arokoski, Jari P A; Korhonen, Rami K; Martikainen, Janne. 2018. Health and quality of life outcomes. 16: 154 A1 Journal article (refereed), original research
The effect of constitutive representations and structural constituents of ligaments on knee joint mechanics
Orozco, Gustavo A; Tanska, Petri; Mononen, Mika E; Halonen, Kimmo S; Korhonen, Rami K. 2018. Scientific reports. 8: 2323 A1 Journal article (refereed), original research
Utilizing Atlas-Based Modeling to Predict Knee Joint Cartilage Degeneration: Data from the Osteoarthritis Initiative
Mononen, Mika E; Liukkonen, Mimmi K; Korhonen, Rami K. 2018. Annals of biomedical engineering. 2019; 47: 813-825 A1 Journal article (refereed), original research
Application of a semi-automatic cartilage segmentation method for biomechanical modeling of the knee joint
Liukkonen Mimmi K, Mononen Mika E, Tanska Petri, Saarakkala Simo, Nieminen Miika T, Korhonen Rami K. 2017. Computer methods in biomechanics and biomedical engineering. Published online 12 Sep 2017]: 1-11 A1 Journal article (refereed), original research
Estimation of the Effect of Body Weight on the Development of Osteoarthritis Based on Cumulative Stresses in Cartilage: Data from the Osteoarthritis Initiative
Klets O, Mononen ME, Liukkonen MK, Nevalainen MT, Nieminen MT, Saarakkala S, Korhonen RK. 2017. Annals of biomedical engineering. 2018; 46: 334-344 A1 Journal article (refereed), original research
New Algorithm for Simulation of Proteoglycan Loss and Collagen Degeneration in the Knee Joint: Data from the Osteoarthritis Initiative
Mononen, Mika; Tanska, Petri; Isaksson, Hanna; Korhonen, Rami. 2017. Journal of orthopaedic research. 2018; 36: 1673-1683 A1 Journal article (refereed), original research
Shear strain can trigger proteoglycan loss in injured cartilage
Eskelinen ASA, Tanska P, Mononen ME, Venäläinen M, Korhonen RK. 2017.
Simulation of Subject-Specific Progression of Knee Osteoarthritis and Comparison to Experimental Follow-up Data: Data from the Osteoarthritis Initiative
Liukkonen MK, Mononen ME, Klets O, Arokoski JP, Saarakkala S, Korhonen RK. 2017. Scientific reports. 7: 9177 A1 Journal article (refereed), original research
A Novel Method to Simulate the Progression of Collagen Degeneration of Cartilage in the Knee: Data from the Osteoarthritis Initiative
Mononen Mika E, Tanska Petri, Isaksson Hanna, Korhonen Rami K. 2016. Scientific reports. 6: 21415 A1 Journal article (refereed), original research
A combined experimental atomic force microscopy-based nanoindentation and computational modeling approach to unravel the key contributors to the time-dependent mechanical behavior of single cells
Florea C, Tanska P, Mononen ME, Qu C, Lammi MJ, Laasanen MS, Korhonen RK. 2016. Biomechanics and modeling in mechanobiology. 2017; 16: 297-311 A1 Journal article (refereed), original research
Comparison of different material models of articular cartilage in 3D computational modeling of the knee: data from the Osteoarthritis Initiative (OAI)
Klets O, Mononen ME, Tanska P, Nieminen MT, Korhonen RK, Saarakkala S. 2016. Journal of biomechanics. 49: 3891-3900 A1 Journal article (refereed), original research
Effect of bone inhomogeneity on tibiofemoral contact mechanics during physiological loading
Venäläinen MS, Mononen ME, Väänänen SP, Jurvelin JS, Töyräs J, Virén T, Korhonen RK. 2016. Journal of biomechanics. 7: 1111-1120 A1 Journal article (refereed), original research
Importance of patella, quadriceps forces, and depthwise cartilage structure on knee joint motion and cartilage response during gait
Halonen KS, Mononen ME, Jurvelin JS, Töyräs J, Klodowski A, Kulmala JP, Korhonen RK. 2016. Journal of biomechanical engineering: transactions of the ASME. 138: BIO-15-1348, 11 pages A1 Journal article (refereed), original research
Optimal graft stiffness and pre-strain restore normal joint motion and cartilage responses in ACL reconstructed knee
Halonen KS, Mononen ME, Töyräs J, Kröger H, Joukainen A, Korhonen RK. 2016. Journal of biomechanics. 49: 2566-2576 A1 Journal article (refereed), original research
Quantitative Evaluation of the Mechanical Risks Caused by Focal Cartilage Defects in the Knee
Venäläinen Mikko S, Mononen Mika E, Salo Jari, Räsänen Lasse P, Jurvelin Jukka S, Töyräs Juha, Virén Tuomas, Korhonen Rami K. 2016. Scientific reports. 6: 37538 A1 Journal article (refereed), original research
Spatial variation of fixed charge density in knee joint cartilage from sodium MRI - Implication on knee joint mechanics under static loading
Räsänen LP, Tanska P, Mononen ME, Lammentausta E, Zbýn ¦, Venäläinen MS, Szomolanyi P, van Donkelaar CC, Jurvelin JS, Trattnig S, Nieminen MT, Korhonen RK. 2016. Journal of biomechanics. 49: 3387-3396 A1 Journal article (refereed), original research
A multi-scale finite element model for investigation of chondrocyte mechanics in normal and medial meniscectomy human knee joint during walking
Tanska Petri, Mononen Mika E, Korhonen Rami K. 2015. Journal of biomechanics. 48: 1397-1406 A1 Journal article (refereed), original research
Merge of motion analysis, multibody dynamics and finite element method for the subject-specific analysis of cartilage loading patterns during gait: differences between rotation and moment-driven models of human knee joint
Klodowski Adam, Mononen Mika E, Kulmala Juha P, Valkeapää Antti, Korhonen Rami K, Avela Janne, Kiviranta Ilkka, Jurvelin Jukka S, Mikkola Aki. 2015. Multibody system dynamics. [epub ahead of print 29 July 2015]: 1-20 A1 Journal article (refereed), original research
New Concept to Restore Normal Cell Responses in Osteoarthritic Knee Joint Cartilage
Korhonen Rami K, Tanska Petri, Kaartinen Siru M, Fick James M, Mononen Mika E. 2015. Exercise and sport sciences reviews. 43: 143-152 A1 Journal article (refereed), original research
Three dimensional patient-specific collagen architecture modulates cartilage responses in the knee joint during gait
Räsänen LP, Mononen ME, Lammentausta E, Nieminen MT, Jurvelin JS, Korhonen RK. 2015. Computer methods in biomechanics and biomedical engineering. [epub ahead of print 30 Dec 2015]: A1 Journal article (refereed), original research
Deformation of articular cartilage during static loading of a knee joint - Experimental and finite element analysis
Halonen KS, Mononen ME, Jurvelin JS, Töyräs J, Salo J, Korhonen RK. 2014. Journal of biomechanics. 47: 2467-2474 A1 Journal article (refereed), original research
Importance of Material Properties and Porosity of Bone on Mechanical Response of Articular Cartilage in Human Knee Joint - A Two-Dimensional Finite Element Study
Venäläinen Mikko S, Mononen Mika E, Jurvelin Jukka S, Töyräs Juha, Virén Tuomas, Korhonen Rami K. 2014. Journal of biomechanical engineering: transactions of the ASME. 136: 121005 A1 Journal article (refereed), original research
Alternative Methods for Transforming T2 Anisotropy of MRI Into Collagen Architecture of Articular Cartilage - The Effect on Knee Joint Mechanics - Data From the Osteoarthritis Initiative (OAI)
Räsänen LP, Mononen ME, Nieminen MT, Lammentausta E, Jurvelin JS and Korhonen RK. 2013.
Effects of radial tears and partial meniscectomy of lateral meniscus on the knee joint mechanics during the stance phase of the gait cycle - A 3D finite element study
Mononen ME, Jurvelin JS, Korhonen RK. 2013. Journal of orthopaedic research. 31: 1208-1217 A1 Journal article (refereed), original research
Implementation of a gait cycle loading into healthy and meniscectomised knee joint models with fibril-reinforced articular cartilage
Mononen ME, Jurvelin JS, Korhonen RK. 2013. Computer methods in biomechanics and biomedical engineering. 2015; 18: 141-152 A1 Journal article (refereed), original research
Importance of Patient-Specific Collagen Architecture on Knee Joint Stresses and Strains During Walk
Räsänen LP, Mononen ME, Jurvelin JS and Korhonen RK. 2013.
Importance of depth-wise distribution of collagen and proteoglycans in articular cartilage - A 3D finite element study of stresses and strains in human knee joint
Halonen KS, Mononen ME, Jurvelin JS, Töyräs J, Korhonen RK. 2013. Journal of biomechanics. 46: 1184-1192 A1 Journal article (refereed), original research
Effect of Lateral Meniscus Tears and Partial Meniscectomy on Stress Concentrations in Knee Joint During Walking
Mononen, M E; Jurvelin, J S; Korhonen, R K. Teoksessa: Smith & Nephew, Inc.(toim.) , 2012. Transactions of the Orthopaedic Research Society. s. 1881. A4 Conference proceedings
Effect of superficial collagen patterns and fibrillation of femoral articular cartilage on knee joint mechanics-A 3D finite element analysis.
Mononen ME, Mikkola MT, Julkunen P, Ojala R, Nieminen MT, Jurvelin JS, Korhonen RK. 2012. Journal of biomechanics. 45: 579-87 A1 Journal article (refereed), original research
Implementation of Subject-Specific Collagen Architecture of Cartilage Into a 2D Computational Model of a Knee Joint - Data from the Osteoarthritis Initiative (OAI)
Räsänen LP, Mononen ME, Nieminen MT, Lammentausta E, Jurvelin JS, Korhonen RK. 2012. Journal of orthopaedic research. 31: 10-22 A1 Journal article (refereed), original research
Implementation of a Gait Cycle in a 3D Fibril Reinforced Finite Element Model of a Knee Joint
Mononen, M E; Jurvelin, J S; Korhonen, R K. 2012.
Alterations in structure and properties of collagen network of osteoarthritic and repaired cartilage modify knee joint stresses
Mononen ME, Julkunen P, Toyras J, Jurvelin JS, Kiviranta I, Korhonen RK. 2011. Biomechanics and modeling in mechanobiology. 10: 357-369 A1 Journal article (refereed), original research
Implementation of Collagen Architecture from T2 Relaxation Time of MRI into a Biomechanical Model May Improve Estimation of Knee Joint Stresses
Räsänen LP, Mononen ME, Nieminen MT, Lammentausta E, Jurvelin JS and Korhonen RK. 2011.
Implementation of Collagen Architecture from T2 Relaxation Time of MRI into a Biomechanical Model May Improve Estimation of Knee Joint Stresses
Räsänen LP, Mononen ME, Nieminen MT, Lammentausta E, Jurvelin JS, Korhonen RK. Teoksessa: Smith & Nephew, Inc.(toim.) , 2011. Transactions of Orthopaedic Research Society. s. xx. Orthopaedic Research Society A4 Conference proceedings
Split-line Patterns and Structural Changes of Cartilage Control Strain and Stress Distributions Within a Knee Joint - A Patient Specific Functional Imaging Study
Mononen ME, Mikkola M, Julkunen P, Ojala R, Nieminen MT, Jurvelin JS and Korhonen RK. Teoksessa: Smith & Nephew, Inc.(toim.) , 2011. Transactions of the Annual Meeting of the Orthopaedic Research Society. ORS 2011 Annual Meeting. s. 36. A4 Conference proceedings
Collagen Network of Cartilage Repair Tissue Modifies Intrinsic Stresses of Knee Joint Articular Cartilage
Mononen, M E; Julkunen, P; Jurvelin, J S; Kiviranta, I; Korhonen, R K. Teoksessa: Smith & Nephew, Inc.(toim.) , 2010. Transactions of the Orthopaedic Research Society. s. 914. A4 Conference proceedings
Effect of Degenerative Changes of Articular Cartilage on Knee Joint Stresses ¿ Functional Imaging by Combining Clinical MRI and Finite Element Modeling
Mononen, M E; Julkunen, P; Jurvelin, J S; Töyräs, J; Korhonen, R K. Teoksessa: Smith & Nephew, Inc.(toim.) , 2010. Transactions of the Orthopaedic Research Society. s. 865. A4 Conference proceedings
Functional imaging of articular cartilage
Jurvelin, J S; Mononen, M E; Julkunen. Teoksessa: -(toim.) , 2010. In Proceedings of the 6th World Congress on Biomechanics. s. -. A4 Conference proceedings

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Mika Mononen

Research groups

Biomechanical modeling and imaging for knee osteoarthritis – is there a role for AI?

Comparison of site-specific tensile, compressive, and friction properties of human tibiofemoral joint cartilage and their relationship to degeneration

Effect of patient specificity on predicting knee cartilage degeneration in obese adults: Musculoskeletal finite-element modeling of data from the CAROT trial

Gait data from 51 healthy participants with motion capture, inertial measurement units, and computer vision

Knee-Loading Predictions with Neural Networks Improve Finite Element Modeling Classifications of Knee Osteoarthritis: Data from the Osteoarthritis Initiative

Machine Learning Model Trained with Finite Element Modeling Can Predict the Risk of Osteoarthritis: Data from the Osteoarthritis Initiative

Predicting Knee Joint Contact Force Peaks During Gait Using a Video Camera or Wearable Sensors

Site-specific elastic and viscoelastic biomechanical properties of healthy and osteoarthritic human knee joint articular cartilage

Two-Stage Classification of Future Knee Osteoarthritis Severity After 8 Years Using MRI: Data from the Osteoarthritis Initiative

X-ray with finite element analysis is a viable alternative for MRI to predict knee osteoarthritis: Data from the Osteoarthritis Initiative

Atlas-based finite element analyses with simpler constitutive models predict personalized progression of knee osteoarthritis: data from the osteoarthritis initiative

Comparison of constitutive models for meniscus and their effect on the knee joint biomechanics during gait

Effects of gait modifications on tissue‐level knee mechanics in individuals with medial tibiofemoral osteoarthritis: A proof‐of‐concept study towards personalized interventions

Patellar tendon and tibial cartilage viscoelastic properties are inversely related in osteoarthritic knees

Prediction of Knee Joint Compartmental Loading Maxima Utilizing Simple Subject Characteristics and Neural Networks

Sensitivity of simulated knee joint mechanics to selected human and bovine fibril-reinforced poroelastic material properties

Towards a Transferable Modeling Method of the Knee to Distinguish Between Future Healthy Joints from Osteoarthritic Joints: Data from the Osteoarthritis Initiative

Visible and Near-Infrared Spectroscopy Enables Differentiation of Normal and Early Osteoarthritic Human Knee Joint Articular Cartilage

A novel knee joint model in FEBio with inhomogeneous fibril-reinforced biphasic cartilage simulating tissue mechanical responses during gait: data from the osteoarthritis initiative

An EMG-Assisted Muscle-Force Driven Finite Element Analysis Pipeline to Investigate Joint- and Tissue-Level Mechanical Responses in Functional Activities: Towards a Rapid Assessment Toolbox

Correction to: Rapid X-Ray-Based 3-D Finite Element Modeling of Medial Knee Joint Cartilage Biomechanics During Walking

Effect of osteoporosis-related reduction in the mechanical properties of bone on the acetabular fracture during a sideways fall: A parametric finite element approach

Rapid X-Ray-Based 3-D Finite Element Modeling of Medial Knee Joint Cartilage Biomechanics During Walking

Effect of Impact Velocity, Flooring Material, and Trochanteric Soft-Tissue Quality on Acetabular Fracture during a Sideways Fall: A Parametric Finite Element Approach

Expediting Finite Element Analyses for Subject-Specific Studies of Knee Osteoarthritis: A Literature Review

High-resolution infrared microspectroscopic characterization of cartilage cell microenvironment

Subject-specific biomechanical analysis to estimate locations susceptible to osteoarthritis - Finite element modeling and MRI follow-up of ACL reconstructed patients

12 Degrees of Freedom Muscle Force Driven Fibril-Reinforced Poroviscoelastic Finite Element Model of the Knee Joint

Clinical Contrast-enhanced Computed Tomography with Semiautomatic Segmentation Provides Feasible Input for Computational Models of the Knee Joint

EMG-Assisted Muscle Force Driven Finite Element Model of the Knee Joint with Fibril-Reinforced Poroelastic Cartilages and Menisci

Identification of locations susceptible to osteoarthritis in patients with anterior cruciate ligament reconstruction: Combining knee joint computational modelling with follow-up T1p and T2 imaging

Rapid CT-based Estimation of Articular Cartilage Biomechanics in the Knee Joint Without Cartilage Segmentation

Eight-year trajectories of changes in health-related quality of life in knee osteoarthritis: Data from the Osteoarthritis Initiative (OAI).

Maximum shear strain-based algorithm can predict proteoglycan loss in damaged articular cartilage

Comparison between kinetic and kinetic-kinematic driven knee joint finite element models

Evaluation of the effect of bariatric surgery-induced weight loss on knee gait and cartilage degeneration

Health-related quality of life in relation to symptomatic and radiographic definitions of knee osteoarthritis: data from Osteoarthritis Initiative (OAI) 4-year follow-up study

The effect of constitutive representations and structural constituents of ligaments on knee joint mechanics

Utilizing Atlas-Based Modeling to Predict Knee Joint Cartilage Degeneration: Data from the Osteoarthritis Initiative

Application of a semi-automatic cartilage segmentation method for biomechanical modeling of the knee joint

Estimation of the Effect of Body Weight on the Development of Osteoarthritis Based on Cumulative Stresses in Cartilage: Data from the Osteoarthritis Initiative

New Algorithm for Simulation of Proteoglycan Loss and Collagen Degeneration in the Knee Joint: Data from the Osteoarthritis Initiative

Shear strain can trigger proteoglycan loss in injured cartilage

Simulation of Subject-Specific Progression of Knee Osteoarthritis and Comparison to Experimental Follow-up Data: Data from the Osteoarthritis Initiative

A Novel Method to Simulate the Progression of Collagen Degeneration of Cartilage in the Knee: Data from the Osteoarthritis Initiative

A combined experimental atomic force microscopy-based nanoindentation and computational modeling approach to unravel the key contributors to the time-dependent mechanical behavior of single cells

Comparison of different material models of articular cartilage in 3D computational modeling of the knee: data from the Osteoarthritis Initiative (OAI)

Effect of bone inhomogeneity on tibiofemoral contact mechanics during physiological loading

Importance of patella, quadriceps forces, and depthwise cartilage structure on knee joint motion and cartilage response during gait

Optimal graft stiffness and pre-strain restore normal joint motion and cartilage responses in ACL reconstructed knee

Quantitative Evaluation of the Mechanical Risks Caused by Focal Cartilage Defects in the Knee

Spatial variation of fixed charge density in knee joint cartilage from sodium MRI - Implication on knee joint mechanics under static loading

A multi-scale finite element model for investigation of chondrocyte mechanics in normal and medial meniscectomy human knee joint during walking

Merge of motion analysis, multibody dynamics and finite element method for the subject-specific analysis of cartilage loading patterns during gait: differences between rotation and moment-driven models of human knee joint

New Concept to Restore Normal Cell Responses in Osteoarthritic Knee Joint Cartilage

Three dimensional patient-specific collagen architecture modulates cartilage responses in the knee joint during gait

Deformation of articular cartilage during static loading of a knee joint - Experimental and finite element analysis

Importance of Material Properties and Porosity of Bone on Mechanical Response of Articular Cartilage in Human Knee Joint - A Two-Dimensional Finite Element Study

Alternative Methods for Transforming T2 Anisotropy of MRI Into Collagen Architecture of Articular Cartilage - The Effect on Knee Joint Mechanics - Data From the Osteoarthritis Initiative (OAI)

Effects of radial tears and partial meniscectomy of lateral meniscus on the knee joint mechanics during the stance phase of the gait cycle - A 3D finite element study

Implementation of a gait cycle loading into healthy and meniscectomised knee joint models with fibril-reinforced articular cartilage

Importance of Patient-Specific Collagen Architecture on Knee Joint Stresses and Strains During Walk

Importance of depth-wise distribution of collagen and proteoglycans in articular cartilage - A 3D finite element study of stresses and strains in human knee joint

Effect of Lateral Meniscus Tears and Partial Meniscectomy on Stress Concentrations in Knee Joint During Walking

Effect of superficial collagen patterns and fibrillation of femoral articular cartilage on knee joint mechanics-A 3D finite element analysis.

Implementation of Subject-Specific Collagen Architecture of Cartilage Into a 2D Computational Model of a Knee Joint - Data from the Osteoarthritis Initiative (OAI)

Implementation of a Gait Cycle in a 3D Fibril Reinforced Finite Element Model of a Knee Joint

Alterations in structure and properties of collagen network of osteoarthritic and repaired cartilage modify knee joint stresses

Implementation of Collagen Architecture from T2 Relaxation Time of MRI into a Biomechanical Model May Improve Estimation of Knee Joint Stresses

Implementation of Collagen Architecture from T2 Relaxation Time of MRI into a Biomechanical Model May Improve Estimation of Knee Joint Stresses

Split-line Patterns and Structural Changes of Cartilage Control Strain and Stress Distributions Within a Knee Joint - A Patient Specific Functional Imaging Study

Collagen Network of Cartilage Repair Tissue Modifies Intrinsic Stresses of Knee Joint Articular Cartilage

Effect of Degenerative Changes of Articular Cartilage on Knee Joint Stresses ¿ Functional Imaging by Combining Clinical MRI and Finite Element Modeling

Functional imaging of articular cartilage