Machine learning methods to support personalized neuromusculoskeletal modelling

DJ Saxby, BA Killen, C Pizzolato, CP Carty… - … and Modeling in …, 2020 - Springer
Many biomedical, orthopaedic, and industrial applications are emerging that will benefit from
personalized neuromusculoskeletal models. Applications include refined diagnostics …

The effect of modelling parameters in the development and validation of knee joint models on ligament mechanics: a systematic review

SS Farshidfar, J Cadman, D Deng, R Appleyard… - PLoS …, 2022 - journals.plos.org
Background The ligaments in the knee are prone to injury especially during dynamic
activities. The resulting instability can have a profound impact on a patient's daily activities …

The influence of component alignment and ligament properties on tibiofemoral contact forces in total knee replacement

CR Smith, MF Vignos… - Journal of …, 2016 - asmedigitalcollection.asme.org
The study objective was to investigate the influence of coronal plane alignment and ligament
properties on total knee replacement (TKR) contact loads during walking. We created a …

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

GA Orozco, P Tanska, ME Mononen, KS Halonen… - Scientific reports, 2018 - nature.com
Ligaments provide stability to the human knee joint and play an essential role in restraining
motion during daily activities. Compression-tension nonlinearity is a well-known …

EMG-assisted muscle force driven finite element model of the knee joint with fibril-reinforced poroelastic cartilages and menisci

A Esrafilian, L Stenroth, ME Mononen, P Tanska… - Scientific reports, 2020 - nature.com
Abnormal mechanical loading is essential in the onset and progression of knee
osteoarthritis. Combined musculoskeletal (MS) and finite element (FE) modeling is a typical …

The effect of articular geometry features identified using statistical shape modelling on knee biomechanics

AL Clouthier, CR Smith, MF Vignos, DG Thelen… - Medical engineering & …, 2019 - Elsevier
Articular geometry in the knee varies widely among people which has implications for risk of
injury and pathology. The goals of this work were to develop a framework to systematically …

A computationally efficient strategy to estimate muscle forces in a finite element musculoskeletal model of the lower limb

A Navacchia, DR Hume, PJ Rullkoetter… - Journal of …, 2019 - Elsevier
Concurrent multiscale simulation strategies are required in computational biomechanics to
study the interdependence between body scales. However, detailed finite element models …

Role of lateral extra-articular tenodesis in restraining internal tibial rotation: in vitro biomechanical assessment of lateral tissue engagement

ZS Ahsan, EE Berube, BJ Frondorf… - … American Journal of …, 2024 - journals.sagepub.com
Background: The way in which force increases in the anterolateral tissues and the lateral
extra-articular tenodesis (LET) tissue to resist internal rotation (IR) of the tibia after anterior …

Efficient computation of cartilage contact pressures within dynamic simulations of movement

CR Smith, K Won Choi, D Negrut… - Computer Methods in …, 2018 - Taylor & Francis
The objective of this study was to assess the use of an advanced collision detection
algorithm to simulate cartilage contact pressure patterns within dynamic musculoskeletal …

Can altered neuromuscular coordination restore soft tissue loading patterns in anterior cruciate ligament and menisci deficient knees during walking?

CR Smith, SCE Brandon, DG Thelen - Journal of Biomechanics, 2019 - Elsevier
Injuries to the anterior cruciate ligament (ACL) and menisci commonly lead to early onset
osteoarthritis. Treatments that can restore normative cartilage loading patterns may mitigate …