AIMC Topic: Eye Color

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

BMC bioinformatics Apr 19, 2021
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 catego...
Humans Phenotype Deep Learning Diabetes Mellitus, Type 2 Genotype Eye Color
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Evaluation of supervised machine-learning methods for predicting appearance traits from DNA.

Forensic science international. Genetics Mar 23, 2021
The prediction of human externally visible characteristics (EVCs) based solely on DNA information has become an established approach in forensic and anthropological genetics in recent years. While for a large set of EVCs, predictive models have alrea...
Humans Machine Learning Algorithms Phenotype Polymorphism, Single Nucleotide Logistic Models DNA Genetic Markers Datasets as Topic Skin Pigmentation Forensic Genetics Hair Color Eye Color
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DNA-based prediction of eye color in Latin American population applying Machine Learning models.

Computers in biology and medicine Aug 1, 2025
Reduction in the costs of DNA sequencing and genotyping allows for the increased availability of databases which can be useful for analyzing the relationship between the human genetic code and visible characteristics, diseases, and behaviors, among o...
Humans Machine Learning Female Adult Male Genotype DNA Argentina Eye Color
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