Rodan: a fully convolutional architecture for basecalling nanopore rna sequencing data

HIGHLIGHTS

  • who: Don Neumann from the Department of Computer, , u20111873, USA have published the research: RODAN: a fully convolutional architecture for basecalling nanopore RNA sequencing data, in the Journal: (JOURNAL)
  • what: The authors propose a fully convolutional basecalling neural_network which takes an intuitive approach to decoding the signal generated by ONT direct RNA sequencing. To obtain more detailed understanding of model performance, the authors show basecalling accuracy as a function of read length in Fig 2b and Supplementary Fig 1.
  • how: The authors compared RODAN to other available RNA basecallers which include the latest . . .

     

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