Discovery Projects - Grant ID: DP230102070

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP230102070

Funding Status
Active

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Funded Activity Summary

Ultra-sensitive 3D molecular assays using total body PET and deep learning. Recent advances in biomedical engineering have led to the development of Total Body Positron Emission Tomography (TB-PET), the most sensitive imaging device to date. Despite these impressive engineering advances, computational methods lag far behind and model-based approaches cannot deal with the complexity or volume of data these systems produce. We will develop new computational methods based on deep learning and statistical methods that fully exploit the richness and complexity of the data generated by TB-PET, enabling 3D quantitative assays of molecular processes throughout the entire human body with unparalleled sensitivity. The technology we create will open up new capability for the study of complex physiological systems.

Funded Activity Details

Start Date: 01-06-2023

End Date: 31-05-2026

Funding Scheme: Discovery Projects

Funding Amount: $568,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Medical physics | Statistical data science | Biomedical engineering | Biomedical imaging |

ANZSRC Socio-Economic Objective (SEO)

Other Keywords

Biomedical engineering | Biomedical imaging | Expanding Knowledge In the Biomedical and Clinical Sciences | Human Pharmaceutical Treatments | Medical physics | Statistical data science

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