AIMC Topic: Polyadenylation

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SANPolyA: a deep learning method for identifying Poly(A) signals.

Bioinformatics (Oxford, England)
MOTIVATION: Polyadenylation plays a regulatory role in transcription. The recognition of polyadenylation signal (PAS) motif sequence is an important step in polyadenylation. In the past few years, some statistical machine learning-based and deep lear...

DeeReCT-PolyA: a robust and generic deep learning method for PAS identification.

Bioinformatics (Oxford, England)
MOTIVATION: Polyadenylation is a critical step for gene expression regulation during the maturation of mRNA. An accurate and robust method for poly(A) signals (PASs) identification is not only desired for the purpose of better transcripts' end annota...