EPSRC Reference: |
GR/M53035/01 |
Title: |
IMAGE ANALYSIS BASED ON AN OPTICAL MODEL OF THE SKIN FOR DETECTION OF EARLY SIGNS OF MELANOMA |
Principal Investigator: |
Claridge, Professor E |
Other Investigators: |
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Researcher Co-Investigators: |
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Project Partners: |
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Department: |
School of Computer Science |
Organisation: |
University of Birmingham |
Scheme: |
Standard Research (Pre-FEC) |
Starts: |
01 August 1999 |
Ends: |
31 March 2003 |
Value (£): |
206,796
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EPSRC Research Topic Classifications: |
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EPSRC Industrial Sector Classifications: |
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Related Grants: |
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Panel History: |
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Summary on Grant Application Form |
The proposed research is concerned with the characterisation of pigmented skin lesions in the context of early diagnosis of malignant melanoma. The goal is to improve the diagnostic accuracy beyond that currently attainable through routine clinical examination and through existing image analysis methods.A new skin image analysis method developed by the applicants generates parametric images characterising skin structure and composition. A critical novelty of the method is that it exploits physics of image formation and uses an optical model of the skin to interpret the colours occurring in a lesion image in terms of lesion histology. Information contained in the parametric images complements that available in direct images, whether examined visually or by conventional image analysis. It is thus likely to help in lesion discrimination.Quantitative measures derived from the parametric images will characterise the amount, location and distribution of melanin and blood, and the architectural distortions induced by lesion, including the presence of melanin in the dermis often associated with malignant melanoma.Experimental validation on a large data set will establish whether the data provided by the new image analysis method improves diagnosis of early melanoma. Commercial exploitation by a British company is envisaged.
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Key Findings |
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Potential use in non-academic contexts |
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Impacts |
Description |
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Summary |
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Date Materialised |
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Sectors submitted by the Researcher |
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Project URL: |
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Further Information: |
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Organisation Website: |
http://www.bham.ac.uk |