1 January 1987 An Expert Image Analysis System For Chromosome Analysis Application
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Proceedings Volume 0767, Medical Imaging; (1987); doi: 10.1117/12.967024
Event: Medical Imaging, 1987, Newport Beach, CA, United States
Abstract
This paper reports a recent study on applying a knowledge-based system approach as a new attempt to solve the problem of chromosome classification. A theoretical framework of an expert image analysis system is proposed, based on such a study. In this scheme, chromosome classification can be carried out under a hypothesize-and-verify paradigm, by integrating a rule-based component, in which the expertise of chromosome karyotyping is formulated with an existing image analysis system which uses conventional pattern recognition techniques. Results from the existing system can be used to bring in hypotheses, and with the rule-based verification and modification procedures, improvement of the classification performance can be excepted.
© (1987) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Q. Wu, P. Suetens, A. Oosterlinck, H. Van den Berghe, "An Expert Image Analysis System For Chromosome Analysis Application", Proc. SPIE 0767, Medical Imaging, (1 January 1987); doi: 10.1117/12.967024; https://doi.org/10.1117/12.967024
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KEYWORDS
Image analysis

Image processing

Rule based systems

Classification systems

Image segmentation

Image classification

Computing systems

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