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 …
Bioinspired technologies to connect musculoskeletal mechanobiology to the person for training and rehabilitation
Musculoskeletal tissues respond to optimal mechanical signals (eg, strains) through
anabolic adaptations, while mechanical signals above and below optimal levels cause …
anabolic adaptations, while mechanical signals above and below optimal levels cause …
Multiscale musculoskeletal modelling, data–model fusion and electromyography-informed modelling
This paper proposes methods and technologies that advance the state of the art for
modelling the musculoskeletal system across the spatial and temporal scales; and storing …
modelling the musculoskeletal system across the spatial and temporal scales; and storing …
A comparative study of basic and ensemble artificial intelligence models for surface roughness prediction during the AA7075 milling process
AEH Gabsi, C Ben Aissa, S Mathlouthi - The International Journal of …, 2023 - Springer
This study reports on how ML algorithms are employed to investigate and predict surface
roughness. Experiments were executed with a CNC milling machine, using AA7075 as part …
roughness. Experiments were executed with a CNC milling machine, using AA7075 as part …
Effects of fatigue running on joint mechanics in female runners: A prediction study based on a partial least squares algorithm
Background: Joint mechanics are permanently changed using different intensities and
running durations. These variations in intensity and duration also influence fatigue during …
running durations. These variations in intensity and duration also influence fatigue during …
Generating facial expressions using an anatomically accurate biomechanical model
T Wu, A Hung, K Mithraratne - IEEE transactions on …, 2014 - ieeexplore.ieee.org
This paper presents a computational framework for modelling the biomechanics of human
facial expressions. A detailed high-order (Cubic-Hermite) finite element model of the human …
facial expressions. A detailed high-order (Cubic-Hermite) finite element model of the human …
Effects of fetal head shape variation on the second stage of labour
Fetal head geometry plays an important role in the mechanics of childbirth during the
second stage labour. Large heads have been shown to be associated with difficult and …
second stage labour. Large heads have been shown to be associated with difficult and …
Image-based skeletal muscle coordination: case study on a subject specific facial mimic simulation
TT Dao, AX Fan, S Dakpé, P Pouletaut… - Journal of Mechanics …, 2018 - World Scientific
Facial muscle coordination is a fundamental mechanism for facial mimics and expressions.
The understanding of this complex mechanism leads to better diagnosis and treatment of …
The understanding of this complex mechanism leads to better diagnosis and treatment of …
A comparative study of basic and ensemble artificial intelligence models for surface roughness prediction during the AA7075 milling process
CB Aissa, S Mathlouthi - The International Journal of …, 2023 - search.proquest.com
This study reports on how ML algorithms are employed to investigate and predict surface
roughness. Experiments were executed with a CNC milling machine, using AA7075 as part …
roughness. Experiments were executed with a CNC milling machine, using AA7075 as part …
Analyzing complex mathematical model behavior by partial least squares regression‐based multivariate metamodeling
The increasing complexity of mathematical models of complex systems like living cells has
created a need for methods to reduce computational demand, maintain overview of the …
created a need for methods to reduce computational demand, maintain overview of the …