CAPLA: improved prediction of protein-ligand binding affinity by a deep learning approach based on a cross-attention mechanism.
Zhi JinTingfang WuTaoning ChenDeng PanXuejiao WangJingxin XieLijun QuanQiang LyuPublished in: Bioinform. (2023)
Keyphrases
- deep learning
- drug design
- attention mechanism
- protein structure prediction
- unsupervised learning
- mhc class ii
- machine learning
- visual attention
- weakly supervised
- drug discovery
- computer vision
- protein structure
- image quality
- training data
- amino acids
- mental models
- protein sequences
- saliency map
- image classification
- active learning
- pairwise