Machine learning methods to support personalized neuromusculoskeletal modelling
Many biomedical, orthopaedic, and industrial applications are emerging that will benefit from
personalized neuromusculoskeletal models. Applications include refined diagnostics …
personalized neuromusculoskeletal models. Applications include refined diagnostics …
On the modeling of biomechanical systems for human movement analysis: a narrative review
The rising importance of movement analysis led to the development of more complex
biomechanical models to describe in detail the human motion patterns. The models scaled …
biomechanical models to describe in detail the human motion patterns. The models scaled …
Ankle joint torque estimation using an EMG-driven neuromusculoskeletal model and an artificial neural network model
In recent decades, there has been an increasing interest in the use of robotic powered
exoskeletons to assist patients with movement disorders in rehabilitation and daily life …
exoskeletons to assist patients with movement disorders in rehabilitation and daily life …
Lower-limb joint torque prediction using LSTM neural networks and transfer learning
Estimation of joint torque during movement provides important information in several
settings, such as effect of athletes' training or of a medical intervention, or analysis of the …
settings, such as effect of athletes' training or of a medical intervention, or analysis of the …
A calibrated EMG-informed neuromusculoskeletal model can appropriately account for muscle co-contraction in the estimation of hip joint contact forces in people with …
Abnormal hip joint contact forces (HJCF) are considered a primary mechanical contributor to
the progression of hip osteoarthritis (OA). Compared to healthy controls, people with hip OA …
the progression of hip osteoarthritis (OA). Compared to healthy controls, people with hip OA …
Is subject-specific musculoskeletal modelling worth the extra effort or is generic modelling worth the shortcut?
The majority of musculoskeletal modelling studies investigating healthy populations use
generic models linearly scaled to roughly match an individual's anthropometry. Generic …
generic models linearly scaled to roughly match an individual's anthropometry. Generic …
The future of in-field sports biomechanics: wearables plus modelling compute real-time in vivo tissue loading to prevent and repair musculoskeletal injuries
D Lloyd - Sports Biomechanics, 2024 - Taylor & Francis
This paper explores the use of biomechanics in identifying the mechanistic causes of
musculoskeletal tissue injury and degeneration. It appraises how biomechanics has been …
musculoskeletal tissue injury and degeneration. It appraises how biomechanics has been …
Muscle function during single leg landing
Landing manoeuvres are an integral task for humans, especially in the context of sporting
activities. Such tasks often involve landing on one leg which requires the coordination of …
activities. Such tasks often involve landing on one leg which requires the coordination of …
[HTML][HTML] Generic scaled versus subject-specific models for the calculation of musculoskeletal loading in cerebral palsy gait: Effect of personalized musculoskeletal …
Background Musculoskeletal modelling is used to assess musculoskeletal loading during
gait. Linear scaling methods are used to personalize generic models to each participant's …
gait. Linear scaling methods are used to personalize generic models to each participant's …
Multi-level personalization of neuromusculoskeletal models to estimate physiologically plausible knee joint contact forces in children
Neuromusculoskeletal models are a powerful tool to investigate the internal biomechanics of
an individual. However, commonly used neuromusculoskeletal models are generated via …
an individual. However, commonly used neuromusculoskeletal models are generated via …