Article
Cue: a deep-learning framework for structural variant discovery and genotyping.
Nature methods - 1 Apr 2023
Popic Victoria, Rohlicek Chris, Cunial Fabio, Hajirasouliha Iman, Meleshko Dmitry, Garimella Kiran, Maheshwari Anant
Abstract excerpt
Structural variants (SVs) are a major driver of genetic diversity and disease in the human genome and their discovery is imperative to advances in precision medicine. Existing SV callers rely on hand-engineered features and heuristics to model SVs, which cannot scale to the vast diversity of SVs nor fully harness the information available in sequencing datasets. Here we propose an extensible deep-learning...
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