Discovery Projects - Grant ID: DP230101404

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP230101404

Funding Status
Active

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Funded Activity Summary

Understanding bone structure evolution using machine learning. Bone remodeling is the ancient process of bone resorption and formation that optimises material properties and has led to evolution of terrestrial vertebrates. To date it is not understood how remodeling achieves tuning of bone material. This proposal aims to develop a machine learning based approach, linking computational modeling and imaging to address this problem. Intended outcomes are development of a multiscale model of remodeling and machine learning algorithms for image analysis. This approach will help establish a structural-functional link between remodeling and bone material optimisation which ultimately provides significant benefits for bone tissue engineering, fracture healing and improved therapies for osteoporosis.

Funded Activity Details

Start Date: 01-01-2023

End Date: 31-12-2025

Funding Scheme: Discovery Projects

Funding Amount: $397,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Biomechanical engineering | Biomedical engineering | Numerical modelling and mechanical characterisation

ANZSRC Socio-Economic Objective (SEO)

Other Keywords

Biomechanical engineering | Biomedical engineering | Expanding Knowledge In Engineering | Expanding Knowledge In the Biomedical and Clinical Sciences | Numerical modelling and mechanical characterisation

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