Title :
Design of a Special Interpreter for the Classification of Human Chromosomes
Author :
Vanderheydt, L. ; Oosterlinck, A. ; Van Den Berghe, H.
Author_Institution :
Division of Human Genetics, Department of Human Biology, Minderbroederstraat 12, Leuven, Belgium.
fDate :
4/1/1979 12:00:00 AM
Abstract :
The use of new staining methods and the large amount of investigations for human chromosomes has created a need for a useful automated chromosome analysis. Because of the lack of accuracy of the existing systems, a new approach is given. The problems in the different stages of the classification process are described. A comparison of the decision-statistical, syntactical, and interpretative approach is discussed. A system realization for the total karyotyping of chromosomes, based on the interpretative approach, is described in more detail. Guided by one of the models in the world model structure, a current description is recognized in a three-phase interpreter.
Keywords :
Biological cells; Cells (biology); Decision trees; Genetics; Humans; Image processing; Intelligent structures; Pattern recognition; Systems biology; Tree data structures; Artificial intelligence; automatic karyotyping; data structures; decision trees; image processing; pattern recognition;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
DOI :
10.1109/TPAMI.1979.4766908