Prediction of Antibody-Antigen Binding via Machine Learning: Development of Data Sets and Evaluation of Methods.

Published in: JMIR bioinformatics and biotechnology (2022)

Several machine learning approaches were compared to predict antibody-antigen interaction from protein sequences. Both the data set (in CSV format) and the machine learning program (coded in Python) are freely available for download on GitHub.

Keyphrases

machine learning
big data
artificial intelligence
electronic health record
deep learning
quality improvement
binding protein
data analysis
amino acid