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 …

A review of musculoskeletal modelling of human locomotion

AD Sylvester, SG Lautzenheiser… - Interface …, 2021 - royalsocietypublishing.org
Locomotion through the environment is important because movement provides access to
key resources, including food, shelter and mates. Central to many locomotion-focused …

How to build a dinosaur: Musculoskeletal modeling and simulation of locomotor biomechanics in extinct animals

PJ Bishop, AR Cuff, JR Hutchinson - Paleobiology, 2021 - cambridge.org
The intersection of paleontology and biomechanics can be reciprocally illuminating, helping
to improve paleobiological knowledge of extinct species and furthering our understanding of …

A myoelectric digital twin for fast and realistic modelling in deep learning

K Maksymenko, AK Clarke, I Mendez Guerra… - Nature …, 2023 - nature.com
Muscle electrophysiology has emerged as a powerful tool to drive human machine
interfaces, with many new recent applications outside the traditional clinical domains, such …

[HTML][HTML] Generic scaled versus subject-specific models for the calculation of musculoskeletal loading in cerebral palsy gait: Effect of personalized musculoskeletal …

H Kainz, M Wesseling, I Jonkers - Clinical Biomechanics, 2021 - Elsevier
Background Musculoskeletal modelling is used to assess musculoskeletal loading during
gait. Linear scaling methods are used to personalize generic models to each participant's …

Modern three-dimensional digital methods for studying locomotor biomechanics in tetrapods

OE Demuth, E Herbst, DT Polet… - Journal of …, 2023 - journals.biologists.com
Here, we review the modern interface of three-dimensional (3D) empirical (eg motion
capture) and theoretical (eg modelling and simulation) approaches to the study of terrestrial …

[HTML][HTML] Automatic generation of personalised skeletal models of the lower limb from three-dimensional bone geometries

L Modenese, JB Renault - Journal of Biomechanics, 2021 - Elsevier
The generation of personalised and patient-specific musculoskeletal models is currently a
cumbersome and time-consuming task that normally requires several processing hours and …

In silico-enhanced treatment and rehabilitation planning for patients with musculoskeletal disorders: can musculoskeletal modelling and dynamic simulations really …

BA Killen, A Falisse, F De Groote, I Jonkers - Applied Sciences, 2020 - mdpi.com
Over the past decades, the use of computational physics-based models representative of the
musculoskeletal (MSK) system has become increasingly popular in many fields of clinically …

Three-dimensional volumetric muscle reconstruction of the Australopithecus afarensis pelvis and limb, with estimations of limb leverage

ALA Wiseman - Royal Society Open Science, 2023 - royalsocietypublishing.org
To understand how an extinct species may have moved, we first need to reconstruct the
missing soft tissues of the skeleton, which rarely preserve, with an understanding of …

Musculoskeletal modelling of the Nile crocodile (Crocodylus niloticus) hindlimb: Effects of limb posture on leverage during terrestrial locomotion

ALA Wiseman, PJ Bishop, OE Demuth… - Journal of …, 2021 - Wiley Online Library
We developed a three‐dimensional, computational biomechanical model of a juvenile Nile
crocodile (Crocodylus niloticus) pelvis and hindlimb, composed of 47 pelvic limb muscles, to …