诊断型基于认知理解的图像分析系统(UBIAS)

L. Ogiela
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引用次数: 12

摘要

本文提出了一种基于认知分析方法的医学视觉数据自动理解计算机系统构建的新概念。本文提出了一种新的IT图像分析系统的概念,这是一种用于医疗诊断支持任务的显著增强的dss型系统。本文所介绍的创新的实质是将可理解的医疗数据添加到上述数据的分析过程中。这样的系统本质上不同于所有已知的dss类型系统。在本文中,我们提出了一个新系统的缩写UBIAS(基于理解的图像分析系统)。认知方法是UBIAS概念和结构的基础,它复制了理解分析数据的心理和神经生理过程,因为它们发生在一个有能力和特别有天赋的人的大脑中。
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Cognitive Understanding Based Image Analysis Systems (UBIAS) of the Diagnostic Type
This paper presents an original concept of computer systems construction for the automatic understanding of medical visual data based on cognitive analysis methods. This paper proposes a concept of a new IT image analysis systems, which is a significantly enhanced DSS-type system used in medical diagnosis support tasks. The essence of innovations introduced in this paper is in adding understandable medical data to the analysis process of the said data. Such a system is essentially different from all known DSS-type systems. In this paper we propose an acronym for the new system labelled UBIAS (understanding based image analysis systems). Cognitive methods, on which the UBIAS concept and construct are based, copy the psychological and neurophysiological processes of understanding the analysed data, as they take place in the brain of a competent and particularly gifted man.
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