Author

Muhammad Ardiyansyah

University of JyväskyläORCID 0000-0002-8455-4371Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:graph neural network· 1 Assay:metagenomics· 1

Frequent Co-Authors

Brendan FurneauxiD· 1 shared Otso OvaskaineniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Brendan FurneauxORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 21, 2026

POAnoise: A Graph-based Denoising Pipeline for Amplicon Sequencing Data

Muhammad Ardiyansyah, Brendan Furneaux, Otso Ovaskainen

POAnoise improves amplicon sequencing denoising by using graph-based alignment and abundance-aware clustering, achieving higher F1-scores and more stable performance than existing methods.

DOI 10.64898/2026.09.14.751445

metagenomicsgraph neural network

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