BIOENGINEER

Physics-Guided Graph Transformer Demonstrates Accurate Multimodal Brain Tumor Classification

Researchers have introduced a physics-guided graph transformer framework that combines convolutional features, transformer ...
BIOENGINEER

Structure-Aware Deep Learning Framework Accurately Predicts Peptide Toxicity

Researchers have developed GraphPepTox, a geometric deep learning framework that models spatial residue relationships to ...
EurekAlert!

Multi-source graph learning may improve drug–target affinity prediction

Figure 1. Overall framework of MIGDTA. GCN: graph convolutional network; GIN: graph isomorphism network; CNN: convolutional neural network; MLP: multi-layer ...