Self-Supervised Representation Learning for Basecalling Nanopore Sequencing Data
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DOI: 10.1109/access.2024.3440882
Abstract: Basecalling is a complex task that involves translating noisy raw electrical signals into their corresponding DNA sequences. Several deep learning architectures have been successful in improving basecalling accuracy, but all of them rely on a… read more here.
Keywords: supervised representation; self supervised; learning basecalling; representation learning ... See more keywords