Machine learning approaches for predicting genotype from phenotype and a novel clustering technique for subgenotype discovery: an application to inherited deafness

This thesis describes a method, software tool, and web-based service called AudioGene, which can be used to predict genotype from phenotype in patients with inherited forms of hearing loss. To enhance the effectiveness of this prediction facility, a novel clustering technique was developed called Hi...

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Bibliographic Details
Main Author: Taylor, Kyle Ross
Other Authors: Casavant, Thomas L.
Format: Others
Language:English
Published: University of Iowa 2014
Subjects:
Online Access:https://ir.uiowa.edu/etd/1404
https://ir.uiowa.edu/cgi/viewcontent.cgi?article=5443&context=etd