DeepMiRBP: a hybrid model for predicting microRNA-protein interactions based on transfer learning and cosine similarity

DeepMiRBP: a hybrid model for predicting microRNA-protein interactions based on transfer learning and cosine similarity

Abstract Background Interactions between microRNAs and RNA-binding proteins are crucial for microRNA-mediated gene regulation and sorting. Despite their significance, the molecular mechanisms governing these interactions remain underexplored, apart from sequence motifs identified on microRNAs. To da...

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Bibliographic Details
Main Authors: Sasan Azizian, Juan Cui
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BMC Bioinformatics
Subjects:
MicroRNAs
RNA binding proteins
Interaction prediction
RNA sorting
Deep learning
Online Access:https://doi.org/10.1186/s12859-024-05985-2
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https://doi.org/10.1186/s12859-024-05985-2

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