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Comprehensive benchmark and architectural analysis of deep learning models for nanopore sequencing basecalling

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Background: Nanopore-based DNA sequencing relies on basecalling the electric current signal. Basecalling requires neural networks to achieve competitive accuracies. To improve sequencing accuracy further, new models are continuou... ...