Deep reinforcement learning for modeling human locomotion control in neuromechanical simulation

S Song, Ł Kidziński, XB Peng, C Ong, J Hicks… - … of neuroengineering and …, 2021 - Springer
Modeling human motor control and predicting how humans will move in novel environments
is a grand scientific challenge. Researchers in the fields of biomechanics and motor control …

High tibial osteotomy: review of techniques and biomechanics

X Liu, Z Chen, Y Gao, J Zhang… - Journal of healthcare …, 2019 - Wiley Online Library
High tibial osteotomy becomes increasingly important in the treatment of cartilage damage
or osteoarthritis of the medial compartment with concurrent varus deformity. HTO produces a …

OpenSim: Simulating musculoskeletal dynamics and neuromuscular control to study human and animal movement

A Seth, JL Hicks, TK Uchida, A Habib… - PLoS computational …, 2018 - journals.plos.org
Movement is fundamental to human and animal life, emerging through interaction of
complex neural, muscular, and skeletal systems. Study of movement draws from and …

Opensim moco: Musculoskeletal optimal control

CL Dembia, NA Bianco, A Falisse… - PLOS Computational …, 2020 - journals.plos.org
Musculoskeletal simulations are used in many different applications, ranging from the
design of wearable robots that interact with humans to the analysis of patients with impaired …

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 …

Tibiofemoral contact forces during walking, running and sidestep**

DJ Saxby, L Modenese, AL Bryant, P Gerus, B Killen… - Gait & posture, 2016 - Elsevier
We explored the tibiofemoral contact forces and the relative contributions of muscles and
external loads to those contact forces during various gait tasks. Second, we assessed the …

nmsBuilder: Freeware to create subject-specific musculoskeletal models for OpenSim

G Valente, G Crimi, N Vanella, E Schileo… - Computer methods and …, 2017 - Elsevier
Background and objective Musculoskeletal modeling and simulations of movement have
been increasingly used in orthopedic and neurological scenarios, with increased attention to …

A systematic review of the associations between inverse dynamics and musculoskeletal modeling to investigate joint loading in a clinical environment

J Holder, U Trinler, A Meurer, F Stief - Frontiers in bioengineering and …, 2020 - frontiersin.org
The assessment of knee or hip joint loading by external joint moments is mainly used to
draw conclusions on clinical decision making. However, the correlation between internal …

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 …

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 …