A new way of training computers to interpret brain scan images may enable doctors to correctly diagnose different types of degenerative diseases at a much earlier stage.
Chris Taylor and his team at Manchester University's division of imaging science and biomedical engineering are working on analysis of three-dimensional images of the brain obtained from magnetic resonance scans.
The research, funded by the Engineering and Physical Sciences Research Council, uses a model-based approach.
Professor Taylor said: "The main features of the brain are captured in a computer model. When a new image is presented to the computer we fit the model to the data and record how much and in what way it differs from the 'average' brain.
51³Ô¹Ï
"The configuration of a brain can be expressed in terms of a relatively small number of parameters that record the extent to which each pattern of variation is present," Professor Taylor explained.
The values of the parameters give a description of brain shape and can be used to distinguish between normal variation and that due to disease.
51³Ô¹Ï
"If we can measure the pattern of loss of brain matter we could have a more specific indication of the type of disease and how the degeneration is progressing and thus be in a better position to manage the treatment of patients," Professor Taylor said.
Register to continue
Why register?
- Registration is free and only takes a moment
- Once registered, you can read 3 articles a month
- Sign up for our newsletter
Subscribe
Or subscribe for unlimited access to:
- Unlimited access to news, views, insights & reviews
- Digital editions
- Digital access to °Õ±á·¡â€™s university and college rankings analysis
Already registered or a current subscriber?