本文推荐一项药物重定位(DR)领域的前沿研究,提出CSDPDR模型,融合拓扑特征信息与显著特征信息,通过自适应残差图注意力(Adaptive Residual Graph Attention)和评分驱动Top-K卷积图池化(Score-Driven Top-K Convolutional Graph Pooling)提升预测精度,有效缓解图稀疏性问题 ...
Exploring the biomedical interactions about chemical compounds and protein targets is crucial for drug discovery. Determining these interactions (DDI/DTI) not only reveals the potential synergistic ...