Open access
Jul 2026
HMA-GCA: hybrid manifold augmentation and gated cross-attention for circRNA-miRNA interaction prediction
HMA-GCA, a novel framework that integrates hybrid manifold augmentation and gated cross-attention for CMI prediction, not only achieves state-of-the-art predictive performance but also provides interpretable insights into the molecular features.
Yun-peng Hu, Yan-Su Wang, Yi-Feng Bai et al.
· Bioinform. · 0 citations