Author

Tansel Ersavas

Garvan Institute of Medical Research

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Genomics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:long-read sequencing· 1 Approach:statistical model· 1

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Eva Maria NovoaiD· 1 shared Huanle LiuiD· 1 shared James M. FergusoniD· 1 shared Kirston BartoniD· 1 shared Lilly Bojarski· 1 shared Martin A. SmithiD· 1 shared Morghan C. LucasiD· 1 shared Oguzhan BegikiD· 1 shared

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2020-2020 · peak 1/yr

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1 shared paperGenomics

Eva Maria NovoaORCID

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1 paper

Recent·Most cited

GenomicsGenome ResearchPeer-reviewedSep 1, 2020

Barcoding and demultiplexing Oxford Nanopore native RNA sequencing reads with deep residual learning

Martin A. Smith, Tansel Ersavas, James M. Ferguson…·Eva Maria Novoa

This paper introduces a deep learning method for barcoding and demultiplexing direct RNA sequencing reads without base-calling or additional library steps, achieving high specificity and read demultiplexing rates.

98 citations

long-read sequencingdeep learning

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