Fast3VmrMLM: A fast algorithm that integrates genome-wide scanning with machine learning to accelerate gene mining and breeding by design for polygenic traits in large-scale GWAS datasets.

Abstract excerpt

Genetic dissection and breeding by design for polygenic traits remain substantial challenges. To address these challenges, it is important to identify as many genes as possible, including key regulatory genes. Here, we developed a genome-wide scanning plus machine learning framework, integrated with advanced computational techniques, to propose a novel algorithm named Fast3VmrMLM. This algorithm aims to enhance...

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