Eye-color and Type-2 diabetes phenotype prediction from genotype data using deep learning methods

Background: Genotype–phenotype predictions are of great importance in genetics. These predictions can help to find genetic mutations causing variations in human beings. There are many approaches for finding the association which can be broadly categorized into two classes, statistical techniques, an...

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Bibliographic Details
Main Authors:	Henschel, A. (Author), Muneeb, M. (Author)
Format:	Article
Language:	English
Published:	BioMed Central Ltd 2021
Subjects:	Binary classification problems Bioinformatics Color Deep learning Deep Learning Diabetes Mellitus, Type 2 eye color Eye color Eye Color Forecasting Genetic mutations genetics genotype Genotype Genotype–phenotype Gradient boosting human Humans Learning algorithms Learning systems Long short-term memory Machine learning Machine learning models Machine learning techniques Multi-class classification non insulin dependent diabetes mellitus Overall accuracies phenotype Phenotype Statistical methods Statistical techniques Type-2 diabetes
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Eye-color and Type-2 diabetes phenotype prediction from genotype data using deep learning methods

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