Prediction of ATP-binding sites in membrane proteins using a two-dimensional convolutional neural network

Engineering & Materials Science

• Binding sites 100%
• Proteins 65%
• Convolutional neural networks 64%
• Membranes 60%
• Cell signaling 16%
• Metabolism 12%
• Genomics 10%
• Learning algorithms 8%
• Machine learning 7%
• Classifiers 7%

Physics & Astronomy

• adenosine triphosphate 86%
• proteins 57%
• membranes 52%
• predictions 38%
• classifiers 13%
• scoring 13%
• genome 13%
• machine learning 12%
• metabolism 12%
• organisms 11%
• drugs 10%
• matrices 5%
• cells 5%

Chemical Compounds

• Adenosine 68%
• Protein 29%
• Classifier 13%
• Drug Target 11%
• Pharmacological Metabolism 7%