Alterations of musculoskeletal models for a more accurate estimation of lower limb joint contact forces during normal gait: A systematic review

F Moissenet, L Modenese, R Dumas - Journal of biomechanics, 2017 - Elsevier
Musculoskeletal modelling is a methodology used to investigate joint contact forces during a
movement. High accuracy in the estimation of the hip or knee joint contact forces can be …

Random Forest enhancement using improved Artificial Fish Swarm for the medial knee contact force prediction

Y Zhu, XU Weiyi, G Luo, H Wang, J Yang… - Artificial Intelligence in …, 2020 - Elsevier
Knee contact force (KCF) is an important factor to evaluate the knee joint function for the
patients with knee joint impairment. However, the KCF measurement based on the …

[HTML][HTML] Deep learning for musculoskeletal force prediction

L Rane, Z Ding, AH McGregor, AMJ Bull - Annals of biomedical …, 2019 - Springer
Musculoskeletal models permit the determination of internal forces acting during dynamic
movement, which is clinically useful, but traditional methods may suffer from slowness and a …

[HTML][HTML] Reconstruction of the lower limb bones from digitised anatomical landmarks using statistical shape modelling

D Nolte, ST Ko, AMJ Bull, AE Kedgley - Gait & posture, 2020 - Elsevier
Background Bone shapes strongly influence force and moment predictions of kinematic and
musculoskeletal models used in motion analysis. The precise determination of joint …

[HTML][HTML] Non-linear scaling of a musculoskeletal model of the lower limb using statistical shape models

D Nolte, CK Tsang, KY Zhang, Z Ding, AE Kedgley… - Journal of …, 2016 - Elsevier
Accurate muscle geometry for musculoskeletal models is important to enable accurate
subject-specific simulations. Commonly, linear scaling is used to obtain individualised …

Improving musculoskeletal model scaling using an anatomical atlas: the importance of gender and anthropometric similarity to quantify joint reaction forces

Z Ding, CK Tsang, D Nolte… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Objective: The accuracy of a musculoskeletal model relies heavily on the implementation of
the underlying anatomical dataset. Linear scaling of a generic model, despite being time …

[HTML][HTML] Uncertainty in muscle–tendon parameters can greatly influence the accuracy of knee contact force estimates of musculoskeletal models

SH Hosseini Nasab, CR Smith, A Maas… - … in Bioengineering and …, 2022 - frontiersin.org
Understanding the sources of error is critical before models of the musculoskeletal system
can be usefully translated. Using in vivo measured tibiofemoral forces, the impact of …

Concurrent prediction of ground reaction forces and moments and tibiofemoral contact forces during walking using musculoskeletal modelling

Y Peng, Z Zhang, Y Gao, Z Chen, H Xin… - Medical Engineering & …, 2018 - Elsevier
Ground reaction forces and moments (GRFs and GRMs) measured from force plates in a
gait laboratory are usually used as the input conditions to predict the knee joint forces and …

[HTML][HTML] Prediction of in vivo hip contact forces during common activities of daily living using a segment-based musculoskeletal model

P Amiri, AMJ Bull - Frontiers in Bioengineering and Biotechnology, 2022 - frontiersin.org
Background: Quantifying in vivo hip muscle and contact forces during activities of daily living
(ADL) provides valuable information for diagnosis and treatment of hip-related disorders …

The effect of muscle atrophy in people with unilateral transtibial amputation for three activities: gait alone does not tell the whole story

Z Ding, DP Henson, B Sivapuratharasu… - Journal of …, 2023 - Elsevier
Amputation imposes significant challenges in locomotion to millions of people with limb loss
worldwide. The decline in the use of the residual limb results in muscle atrophy that affects …