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q-bio.GN2022
rfPhen2Gen: A machine learning based association study of brain imaging phenotypes to genotypes
Muhammad Ammar Malik, Alexander S. Lundervold, Tom Michoel
Imaging genetic studies aim to find associations between genetic variants and imaging quantitative traits. Traditional genome-wide association studies (GWAS) are based on univariat…
q-bio.GN2021
High-dimensional multi-trait GWAS by reverse prediction of genotypes
Muhammad Ammar Malik, Adriaan-Alexander Ludl, Tom Michoel
Multi-trait genome-wide association studies (GWAS) use multi-variate statistical methods to identify associations between genetic variants and multiple correlated traits simultaneo…