Linkage Projects - Grant ID: LP210100414

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/LP210100414

Funding Status
Active

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Funded Activity Summary

Transfer Learning for Genome Analysis and Personalised Recommendation. This project aims to improve the accuracy, adaptability, and comprehensiveness of health characteristic predictions and provide personalised recommendations for healthcare service and disease prevention. The deliverables include uncertainty learning and multi-source transfer learning methodologies for predictions based on genome analysis that distils and transfers useful knowledge from multiple sources into an Australian genome analysis model. A federated cross-domain recommender system will be developed to profile individuals and generate personalised recommendations. The outcomes are expected to create a paradigm shift in learning-based prediction and personalised recommendations to support healthcare services in complex environments.

Funded Activity Details

Start Date: 01-07-2021

End Date: 30-06-2024

Funding Scheme: Linkage Projects

Funding Amount: $698,782.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Neural, Evolutionary and Fuzzy Computation | Pattern Recognition and Data Mining | Decision Support and Group Support Systems | Artificial Intelligence and Image Processing

ANZSRC Socio-Economic Objective (SEO)

Application Software Packages (excl. Computer Games) | Information Processing Services (incl. Data Entry and Capture) | Expanding Knowledge in the Medical and Health Sciences |

Other Keywords

Application Software Packages (excl. Computer Games) | Artificial Intelligence and Image Processing | Decision Support and Group Support Systems | Expanding Knowledge in the Medical and Health Sciences | Information Processing Services (incl. Data Entry and Capture) | Neural, Evolutionary and Fuzzy Computation | Pattern Recognition and Data Mining

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