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FEDRANN: effective long-read overlap detection based on dimensionality reduction and approximate nearest neighbors

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Overlap detection is a key step in de novo genome assembly pipelines based on the Overlap-Layout-Consensus (OLC) paradigm. Existing methods for overlap detection either rely on heuristic seed-and-extension strategies or locality-sensitive hashing (LSH), both o... ...