Using the antibody-antigen binding interface to train image-based deep neural networks for antibody-epitope classification
Fig 8
Representative Ab fingerprints from normal and outlier classes.
(A) Exemplar images of Ab fingerprints classified as belonging to lineage 1 by one DNN model. The images from panel A are ordered according to scores assigned by the neural network. They are organized in rows of 10 images, with scores decreasing from left to right. (B) Exemplar images of Ab fingerprints classified as belonging to outliers (Abs from lineages other than 1) by the DNN model. The images from panel B are ordered according to scores assigned by the neural network. They are organized in rows of 10 images, with scores increasing from left to right. These results correspond to the DNN model listed as “3” in Table 10.