Sundh et al., 2024 - Google Patents

HAPP: High-Accuracy Pipeline for Processing deep metabarcoding data

Sundh et al., 2024

Document ID: 11186854536493212665
Author: Sundh J; Granqvist E; Iwaszkiewicz-Eggebrecht E; Manoharan L; van Dijk L; Goodsell R; Godeiro N; Bellini B; Łukasik P; Miraldo A; Roslin T; Tack A; Andersson A; Ronquist F
Publication year: 2024
Publication venue: bioRxiv

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We introduce HAPP, a high-accuracy pipeline for processing deep metabarcoding data, leveraging data richness to enhance the signal-to-noise-ratio. Starting with denoised amplicon sequence variants, the pipeline consists of four steps:(1) additional chimera …

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 O=C1N=C(N)N=C2NNC=C21 0 title abstract description 46

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Publication	Publication Date	Title
Zou et al.	2020	Sequence clustering in bioinformatics: an empirical study
KR102539188B1 (en)	2023-06-01	Deep learning-based techniques for training deep convolutional neural networks
Kalantar et al.	2020	IDseq—An open source cloud-based pipeline and analysis service for metagenomic pathogen detection and monitoring
Ondov et al.	2019	Mash Screen: high-throughput sequence containment estimation for genome discovery
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KR102273717B1 (en)	2021-07-06	Deep learning-based variant classifier
Kim et al.	2024	Unraveling metagenomics through long-read sequencing: a comprehensive review
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Saheb Kashaf et al.	2021	Recovering prokaryotic genomes from host-associated, short-read shotgun metagenomic sequencing data
US9165109B2 (en)	2015-10-20	Sequence assembly and consensus sequence determination
US20130217006A1 (en)	2013-08-22	Algorithms for sequence determination
AU2016355983B2 (en)	2021-12-23	Methods for detecting copy-number variations in next-generation sequencing
US20130138358A1 (en)	2013-05-30	Algorithms for sequence determination
Sundh et al.	2024	HAPP: High-Accuracy Pipeline for Processing deep metabarcoding data
Arisdakessian et al.	2021	CoCoNet: an efficient deep learning tool for viral metagenome binning
Rachtman et al.	2021	CONSULT: accurate contamination removal using locality-sensitive hashing
Gauthier et al.	2020	DiscoSnp-RAD: de novo detection of small variants for RAD-Seq population genomics
Deng et al.	2024	Systematic evaluation of single-cell RNA-seq analyses performance based on long-read sequencing platforms
Chakoory et al.	2022	RiboTaxa: combined approaches for rRNA genes taxonomic resolution down to the species level from metagenomics data revealing novelties
Fares et al.	2025	The unresolved struggle of 16S rRNA amplicon sequencing: a benchmarking analysis of clustering and denoising methods
Vijayakumar et al.	2014	De novo assembly and analysis of crow lungs transcriptome
Gollwitzer et al.	2023	MetaFast: Enabling Fast Metagenomic Classification via Seed Counting and Edit Distance Approximation
O'Donovan et al.	2025	Analysis of Metagenomic Next‐Generation Sequencing Data Obtained from Clinical Samples
Tran	2020	Algorithmic methods for large-scale genomic and metagenomic data analysis
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Sundh et al., 2024 - Google Patents

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