Article

NanoLabel: A fast and accurate real-time nanopore signal classifier

2026-05-06

Abstract excerpt

Oxford Nanopore Technologies’ adaptive sampling capability promises to reduce sequencing cost and turnaround time. At its core, adaptive sampling is a real-time classification problem that distinguishes reads originating from regions of interest. Direct signal-based classification approaches bypass the computational bottleneck of basecalling and can eliminate the need for powerful GPUs. However, operating directly...

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Literature Corpus work: 2ed755b7-4df3-5a07-8c16-281af6b57793
DOI: 10.64898/2026.05.03.722500

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