Linkage Projects - Grant ID: LP0212081

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/LP0212081

Funding Status
Closed

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Funded Activity Summary

Learning Medical Image Knowledge. We aim to develop Machine Learning and Knowledge Acquisition techniques for automated recognition of features in medical images, and to provide decision support for diagnosis from medical images. The project is innovative in its use of layered learning, where the computer first learns to recognise low-level image features that are then used to learn more complex features. The project is also innovative in combining a variety of automatic learning methods, including relational learning, with human-assisted knowledge acquisition methods. The expected outcomes will be new techniques for image understanding, particularly for our test domain, namely, High Resolution Computed Tomography scans of the lung.

Funded Activity Details

Start Date: 23-10-2002

End Date: 31-12-2005

Funding Scheme: Linkage Projects

Funding Amount: $331,196.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Other Artificial Intelligence | Expert Systems | Computer Vision | Artificial Intelligence and Image Processing

ANZSRC Socio-Economic Objective (SEO)

Diagnostic methods | Rural health |

Other Keywords

Artificial Intelligence and Image Processing | Computer Vision | Diagnostic methods | Expert Systems | Other Artificial Intelligence | Rural health

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