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Integrating BERT pre-training with graph common neighbours for predicting ceRNA interactions

IntroductionPredicting interactions between microRNAs (miRNAs) and competing endogenous RNAs (ceRNAs), including long non-coding RNAs (lncRNAs) and circular RNAs (circRNAs), is essential for understanding gene regulation. With the development of Graph Neural Networks (GNNs), existing works have demo...

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Hauptverfasser: Zhengxing Xie, Tianping Ying, Ge Jing, Shiyang Liang, Junhua Liu, Lianghua Tang
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2025-09-01
Schriftenreihe:Frontiers in Genetics
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Online-Zugang:https://www.frontiersin.org/articles/10.3389/fgene.2025.1606016/full
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