Deep neural network improves the estimation of polygenic risk scores for breast cancer
A Badré, L Zhang, W Muchero, JC Reynolds… - Journal of Human …, 2021 - nature.com
Polygenic risk scores (PRS) estimate the genetic risk of an individual for a complex disease
based on many genetic variants across the whole genome. In this study, we compared a …
based on many genetic variants across the whole genome. In this study, we compared a …
Interpretable deep neural networks for more accurate predictive genomics and genome-wide association studies
A Badré - 2023 - shareok.org
Genome-wide association studies (GWAS) and predictive genomics have become
increasingly important in genetics research over the past decade. GWAS involves the …
increasingly important in genetics research over the past decade. GWAS involves the …
Advanced Learning and Classification Techniques for Agricultural and Field Robotics
Today, increasingly a large number of growers are utilizing smart agricultural tools as a daily
part of their precision agricultural strategy to improve overall crop health and get the most …
part of their precision agricultural strategy to improve overall crop health and get the most …
Methods and compositions for imputing or predicting genotype or phenotype
A Baumgarten, JP Gerke… - US Patent 11,174,522, 2021 - Google Patents
Methods and compositions to impute or predict genotype, haplotype, molecular phenotype,
agronomic phenotypes, and/or coancestry are provided. Methods and compositions …
agronomic phenotypes, and/or coancestry are provided. Methods and compositions …