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Transfer Learning Allows Accurate RBP Target Site Prediction with Limited Sample Sizes

RNA-binding proteins are vital regulators in numerous biological processes. Their disfunction can result in diverse diseases, such as cancer or neurodegenerative disorders, making the prediction of their binding sites of high importance. Deep learning (DL) has brought about a revolution in various b...

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Gespeichert in:
Hauptverfasser: Ondřej Vaculík, Eliška Chalupová, Katarína Grešová, Tomáš Majtner, Panagiotis Alexiou
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2023-09-01
Schriftenreihe:Biology
Schlagworte:
RNA-binding protein
CLIP-seq
deep learning
transfer learning
interpretation
Online-Zugang:https://www.mdpi.com/2079-7737/12/10/1276
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