An Expert Image Analysis System For Chromosome Analysis Application

Q. Wu; P. Suetens; A. Oosterlinck; H. Van den Berghe

doi:10.1117/12.967024

1 January 1987 An Expert Image Analysis System For Chromosome Analysis Application

Q. Wu, P. Suetens, A. Oosterlinck, H. Van den Berghe

Author Affiliations +

Proceedings Volume 0767, Medical Imaging; (1987) https://doi.org/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.

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Q. Wu, P. Suetens, A. Oosterlinck, and H. Van den Berghe "An Expert Image Analysis System For Chromosome Analysis Application", Proc. SPIE 0767, Medical Imaging, (1 January 1987); https://doi.org/10.1117/12.967024

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