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Summary: The Use of Genetic Programming for
Learning 3D Craniofacial Shape Quantifications
Indriyati Atmosukarto, Linda G. Shapiro
Department of Computer Science and Engineering
University of Washington, Seattle, WA, USA, 98105
indria, shapiro@cs.washington.edu
Carrie Heike
Seattle Children's Hospital
Craniofacial Center
carrie.heike@seattlechildrens.org
Abstract--Craniofacial disorders commonly result in various
head shape dysmorphologies. The goal of this work is to
quantify the various 3D shape variations that manifest in
the different facial abnormalities in individuals with a cran-
iofacial disorder called 22q11.2 Deletion Syndrome. Genetic
programming (GP) is used to learn the different 3D shape
quantifications. Experimental results show that the GP method
achieves a higher classification rate than those of human
experts and existing computer algorithms [1], [2].
Keywords-3D shape quantification; genetic programming;
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