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 …
Are subject-specific musculoskeletal models robust to the uncertainties in parameter identification?
Subject-specific musculoskeletal modeling can be applied to study musculoskeletal
disorders, allowing inclusion of personalized anatomy and properties. Independent of the …
disorders, allowing inclusion of personalized anatomy and properties. Independent of the …
[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 …
Accuracy of generic musculoskeletal models in predicting the functional roles of muscles in human gait
Biomechanical assessments of muscle function are often performed using a generic
musculoskeletal model created from anatomical measurements obtained from cadavers …
musculoskeletal model created from anatomical measurements obtained from cadavers …
A framework based on subject-specific musculoskeletal models and Monte Carlo simulations to personalize muscle coordination retraining
Excessive loads at lower limb joints can lead to pain and degenerative diseases. Altering
joint loads with muscle coordination retraining might help to treat or prevent clinical …
joint loads with muscle coordination retraining might help to treat or prevent clinical …
Personalized MR-based musculoskeletal models compared to rescaled generic models in the presence of increased femoral anteversion: effect on hip moment arm …
L Scheys, A Van Campenhout, A Spaepen, P Suetens… - Gait & posture, 2008 - Elsevier
Advanced biomechanical analysis of muscle function during gait relies on the use of a
musculoskeletal model. In clinical practice, personalization of the model is usually limited to …
musculoskeletal model. In clinical practice, personalization of the model is usually limited to …
Calculated moment-arm and muscle-tendon lengths during gait differ substantially using MR based versus rescaled generic lower-limb musculoskeletal models
Biomechanical analysis of gait relies on the use of lower-limb musculoskeletal models. Most
models are based on a generic model which takes into account the subject's skeletal …
models are based on a generic model which takes into account the subject's skeletal …
An efficient modelling-simulation-analysis workflow to investigate stump-socket interaction using patient-specific, three-dimensional, continuum-mechanical, finite …
E Ramasamy, O Avci, B Dorow, SY Chong… - … in bioengineering and …, 2018 - frontiersin.org
The lack of an efficient modelling-simulation-analysis workflow for creating and utilising
detailed subject-specific computational models is one of the key reasons why simulation …
detailed subject-specific computational models is one of the key reasons why simulation …
Accuracy and kinematics consistency of marker-based scaling approaches on a lower limb model: a comparative study with imagery data
Medical images are not typically included in protocol of motion laboratories. Thus, accurate
scaling of musculoskeletal models from optoelectronic data are important for any …
scaling of musculoskeletal models from optoelectronic data are important for any …
Calculating gait kinematics using MR-based kinematic models
L Scheys, K Desloovere, A Spaepen, P Suetens… - Gait & posture, 2011 - Elsevier
Rescaling generic models is the most frequently applied approach in generating
biomechanical models for inverse kinematics. Nevertheless it is well known that this …
biomechanical models for inverse kinematics. Nevertheless it is well known that this …