On the use of machine learning techniques for the mechanical characterization of soft biological tissues.
Sign Up to like & getrecommendations! Published in 2018 at "International journal for numerical methods in biomedical engineering"
DOI: 10.1002/cnm.3121
Abstract: Motivated by the search for new strategies for fitting a material model, a new approach is explored in the present work. The use of numerical and complex algorithms based on machine learning techniques such as… read more here.
Keywords: machine learning; characterization soft; soft biological; biological tissues ... See more keywords
Biomechanical modeling the adaptation of soft biological tissue
Sign Up to like & getrecommendations! Published in 2017 at "Current Opinion in Biomedical Engineering"
DOI: 10.1016/j.cobme.2017.03.004
Abstract: External (mechanical) stimuli influence cell function at the level of gene expression and thereby contribute to the overall control of Soft Biological Tissues' (SBT) structure and function. SBT seem to adapt towards stable homeostatic mechanical… read more here.
Keywords: modeling adaptation; soft biological; tissue; adaptation ... See more keywords
On fibre dispersion in anisotropic soft biological tissues using Fourth-Order Structural Tensors
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Solids and Structures"
DOI: 10.1016/j.ijsolstr.2021.111052
Abstract: Abstract Developments in microscopic imaging techniques for soft biological tissues have greatly improved understanding of their underlying microstructures, notably the three-dimensional orientation and dispersion of fibrous constituents. In structural constitutive modelling, assuming that the collagenous… read more here.
Keywords: dispersion; using fourth; biological tissues; fourth order ... See more keywords
Non-minimum phase viscoelastic properties of soft biological tissues.
Sign Up to like & getrecommendations! Published in 2020 at "Journal of the mechanical behavior of biomedical materials"
DOI: 10.1016/j.jmbbm.2020.103795
Abstract: Understanding the viscoelastic properties of biological tissues is important because they can reveal tissue structure. This study analyzes the viscoelastic properties of soft biological tissues using a fractional dynamics model. We conducted a dynamic viscoelastic… read more here.
Keywords: phase; soft biological; biological tissues; viscoelastic properties ... See more keywords
A magnetically actuated, optically sensed tensile testing method for mechanical characterization of soft biological tissues
Sign Up to like & getrecommendations! Published in 2022 at "Science Advances"
DOI: 10.1101/2022.07.29.501994
Abstract: Mechanical properties of soft biological tissues play a key role in their normal physiology, contributing to their formation during development, maintenance and repair during adult homeostasis, and driving diseases such as cancer. Mechanics has been… read more here.
Keywords: magnetically actuated; biological tissues; mechanical properties; soft biological ... See more keywords