Protein embeddings and deep learning predict binding residues for various ligand classes

Keyphrases

• Deep Learning 100%
• Metal Ions 100%
• Small Molecules 100%
• Binding Residues 100%
• Ligand Classes 100%
• Multiple Sequence Alignment 100%
• Embedding Learning 100%
• Protein Embedding 100%
• Nucleic Acids 66%
• Artificial Intelligence 33%
• Increased Performance 33%
• Protein Function 33%
• Transformer-based 33%
• Macromolecules 33%
• Binding Site 33%
• Protein Residue 33%
• Human Proteins 33%
• Single Sequence 33%
• Protein Language Model 33%

Biochemistry, Genetics and Molecular Biology

• Small Molecule 100%
• Sequence Alignment 100%
• Nucleic Acid 66%
• RNA 33%
• Protein Function 33%
• Macromolecule 33%
• Artificial Intelligence 33%
• Binding Site 33%