Facilitating multi-disciplinary, knowledge-based support for breast cancer screening

被引:3
作者
Dasmahapatra, Srinandan [1 ]
Dupplaw, David [1 ]
Hu, Bo [1 ]
Lewis, Paul [1 ]
Shadbolt, Nigel [1 ]
机构
[1] Univ Southampton, Sch Elect & Comp Sci, Intelligence Agents Multimedia Grp IAM, Southampton SO17 1BJ, Hants, England
基金
英国工程与自然科学研究理事会;
关键词
triple assessment; breast cancer; ontologies; image annotation;
D O I
10.1504/IJHTM.2006.008428
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
In order to increase the accuracy of breast cancer screening, the diagnostics of imaging modalities (X-ray, ultrasound or magnetic resonance (MR)) is assessed alongside results of histopathological or cytopathological studies as well as clinical information about a patient. This procedure is called 'triple assessment' in the UK. We have undertaken a project to develop a multiple ontology-based medical image-annotation and reasoning system to support this procedure. Our system integrates image-annotation tools for drawing, image analysis and feature extraction, with ontologies compliant with the proposed language standard, namely OWL. This integration is carried out by the mapping between images and instances in the ontologies. In this paper, we outline the ambit of the project in further detail and discuss some of the architecture and design issues that we have resolved in order to make our system modular and semantic web-enabled. The resulting knowledge base should not only support medical practitioners in the triple assessment process but also provide a resource from which personalised patient information could be delivered via the web direct to patient or care provider. Finally, we describe the progress that we have made thus far on the implementation of this system.
引用
收藏
页码:403 / 420
页数:18
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