三维图像数据解释的认知分析系统

2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing Pub Date : 2012-07-04 DOI:10.1109/IMIS.2012.80

L. Ogiela, M. Ogiela

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引用次数: 0

摘要

本出版物提出了用于图像数据三维重建的数据分析(医学图像分析)认知系统的新思想。进行认知分析和认知共振的系统被设计为可以使用语义分析来解释数据和重建医学图像。这些系统是为医学类型的数据分析系统而构建的，在本出版物中介绍了用于分析大血管-冠状动脉的三维(3D)医学图像的认知系统。对经典UBIAS系统的分析-将用于说明和展示仅通过这些系统学习系统不知道的新解决方案的过程来增强这类认知系统的方法。该解决方案提出了一种新的认知系统的构建方法，命名为E-UBIAS(基于扩展理解的图像分析系统)。

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Cognitive Analysis Systems for 3D Image Data Interpretation

This publication presents the new idea of cognitive systems of data analysis (medical image analysis) for 3D reconstructions of image data. Systems that conduct cognitive analyses and cognitive resonance are designed so that semantic analyses can be used to interpret data and reconstructions medical images. These systems are built for medical types of data analysis systems, and in this publication is the presentation cognitive systems for analysing three-dimensional (3D) medical images of large vessels - coronary arteries. An analysis in classical UBIAS systems - will be used to illustrate and presentation the method of enhancing only this class of cognitive systems with processes whereby these systems learn new solutions about which the systems have no knowledge. The proposed solution presents the method of building a new class of cognitive systems names E-UBIAS (Extended Understanding Based Image Analysis Systems).

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2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing

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