University of Sussex; Miles, Kenneth Alan; Ganeshan, Balaji; Young, Rupert; Chatwin, Chris (2014) Method, apparatus and computer program for analysing medica image data. EP20080718814 20080319.
![]() |
PDF
- Published Version
Download (1MB) |
Abstract
Medical image data is analysed to produce a biomarker. The data is filtered with a plurality of band-pass filters each having a different bandwidth. A texture parameter is then determined from the filtered data from each filter and the biomarker is determined as at a ratio of the texture parameters. When the biomarker is obtained from a CT image of a liver, it can be predictive of poor survival, disease extent and liver physiology of a patient following resection of colorectal cancer. When obtained from a mammographic image, the biomarker can be indicative of cancer invasion and receptor status within mammographic abnormalities. When obtained from a CT image of a lung nodule, the biomarker can be predictive of tumour stage (or grading) and tumour metabolism of a patient with non-small cell lung carcinoma (lung cancer). When obtained from an MRI image of the brain, the biomarker can be indicative of schizophrenia and/or other brain disorders.
Item Type: | Patent |
---|---|
Keywords: | Medical image analysis, texture analysis, cancer detection, biomarkers, bandpass filter |
Schools and Departments: | School of Engineering and Informatics > Engineering and Design |
Research Centres and Groups: | Industrial Informatics and Signal Processing Research Group |
Subjects: | Q Science > QA Mathematics > QA0273 Probabilities. Mathematical statistics Q Science > QA Mathematics > QA0297 Numerical analysis R Medicine > R Medicine (General) > R855 Medical technology R Medicine > R Medicine (General) > R858 Computer applications to medicine. Medical informatics |
Related URLs: | |
Depositing User: | Chris Chatwin |
Date Deposited: | 11 Apr 2017 08:31 |
Last Modified: | 11 Apr 2017 08:31 |
URI: | http://srodev.sussex.ac.uk/id/eprint/67359 |
View download statistics for this item
📧 Request an update