MambaCAttnGCN+: a comprehensive framework integrating MambaTextCNN, cross-attention and graph convolution network for piRNA-disease association prediction
Abstract Elucidating the interactions between piwi-interacting RNAs (piRNAs) and diseases is crucial for diagnosis and treatment. Although several computational approaches have been developed to investigate piRNA-disease associations, sparse datasets present challenges in capturing the complex relat...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-07-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-07641-y |
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