Prediction of circRNA–Disease Associations via Graph Isomorphism Transformer and Dual-Stream Neural Predictor

Prediction of circRNA–Disease Associations via Graph Isomorphism Transformer and Dual-Stream Neural Predictor

Circular RNAs (circRNAs) have attracted increasing attention for their roles in human diseases, making the prediction of circRNA–disease associations (CDAs) a critical research area for advancing disease diagnosis and treatment. However, traditional experimental methods for exploring CDAs are time-c...

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Bibliographic Details
Main Authors: Hongchan Li, Yuchao Qian, Zhongchuan Sun, Haodong Zhu
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Biomolecules
Subjects:
circRNA–disease associations
transformer
graph isomorphism network
knowledge representation learning
Online Access:https://www.mdpi.com/2218-273X/15/2/234
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