title: The Use of Genetic Programming for Learning 3D Craniofacial Shape Quantifications.
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 craniofacial 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].
authors.affiliation: Department of Computer Science and Engineering, University of Washington, Seattle, WA, USA, 98105.
authors.forename: Indriyati
authors.initials: I
authors.lastname: Atmosukarto
authors.affiliation: Department of Computer Science and Engineering, University of Washington, Seattle, WA, USA, 98105.
authors.forename: Linda G
authors.initials: LG
authors.lastname: Shapiro
authors.affiliation: Seattle Children's Hospital, Craniofacial Center.
authors.forename: Carrie
authors.initials: C
authors.lastname: Heike
keywords: 3D shape quantification; genetic programming