UCL logo

UCL Discovery

UCL home » Library Services » Electronic resources » UCL Discovery

A model for integrating image processing into decision aids for diagnostic radiology.

Taylor, P; Fox, J; Todd-Pokropek, A; (1997) A model for integrating image processing into decision aids for diagnostic radiology. Artif Intell Med , 9 (3) pp. 205-225.

Full text not available from this repository.

Abstract

Advances in imaging techniques have been mirrored by advances in the use of computers to extract and interpret image data. Helping clinicians to make effective use of this superabundance of information is a key aim of medical informatics research. One approach is to incorporate digital images and image processing within a knowledge-based decision aid for radiologists. This paper describes a generic design for such aids. The work is based on an abstract model of decision-making which is used to organize the presentation of information from a knowledge base. We describe a system in which the model of decision-making is augmented to describe processes underlying image interpretation. The augmented model, implemented as a logic program, is used to control the application of image processing operators to detect and describe radiological signs. Through the use of this model we are able to combine information from image processing with information from a symbolic knowledge base. The operation of the model is illustrated by considering three different applications in the domain of breast X-rays or mammograms.

Type: Article
Title: A model for integrating image processing into decision aids for diagnostic radiology.
Location: NETHERLANDS
Keywords: Humans, Models, Theoretical, Radiographic Image Interpretation, Computer-Assisted, Radiography
UCL classification: UCL > School of BEAMS > Faculty of Engineering Science
UCL > School of BEAMS > Faculty of Engineering Science > Computer Science
UCL > School of BEAMS > Faculty of Engineering Science > Medical Physics and Bioengineering
URI: http://discovery.ucl.ac.uk/id/eprint/71172
Downloads since deposit
0Downloads
Download activity - last month
Download activity - last 12 months
Downloads by country - last 12 months

Archive Staff Only

View Item View Item