Article
The Translational Machine: A novel machine-learning approach to illuminate complex genetic architectures.
Genetic epidemiology - 1 Jul 2021
Askland Kathleen D, Strong David, Wright Marvin N, Moore Jason H
Abstract excerpt
The Translational Machine (TM) is a machine learning (ML)-based analytic pipeline that translates genotypic/variant call data into biologically contextualized features that richly characterize complex variant architectures and permit greater interpretability and biological replication. It also reduces potentially confounding effects of population substructure on outcome prediction. The TM consists of three main...
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