There are 0 repository under basecalling topic.
Megalodon is a research command line tool to extract high accuracy modified base and sequence variant calls from raw nanopore reads by anchoring the information rich basecalling neural network output to a reference genome/transriptome.
Methylation/modified base calling separated from basecalling.
SARS-CoV-2 workflow for nanopore sequence data
A small bash script that automates sweeping Guppy parameters in an attempt to optimise basecalling rate
The first work to provide a comprehensive survey of a prominent set of algorithmic improvement and hardware acceleration efforts for the entire genome analysis pipeline used for the three most prominent sequencing data, short reads (Illumina), ultra-long reads (ONT), and accurate long reads (HiFi). Described in arXiv (2022) by Alser et al. https://arxiv.org/abs/2205.07957
Novel basecaller, jointly processing raw and event data from ONT nanopore, basec on encoder-decoder + attention architecture
Quickstart to Bioinformatics & Biomedical AI.
Impact of lossy compression of nanopore raw signal data on basecall and consensus accuracy
Benchmarking several NVIDIA GPUs with dorado
Rapid comprehensive adaptive nanopore-sequencing of CNS tumours set-up and analysis pipeline
Scripts for Basecalling on GridION Sequenicng machines from Oxford Nanopore