TY - JOUR AU - Liu, Tao AU - Shi, Kaiwen AU - Li, Wuju PY - 2020 DA - 2020/04/17 TI - Deep learning methods improve linear B-cell epitope prediction JO - BioData Mining SP - 1 VL - 13 IS - 1 AB - B-cell epitopes play important roles in vaccine design, clinical diagnosis, and antibody production. Although some models have been developed to predict linear or conformational B-cell epitopes, their performance is still unsatisfactory. Hundreds of thousands of linear B-cell epitope data have accumulated in the Immune Epitope Database (IEDB). These data can be explored using the deep learning methods, in order to create better predictive models for linear B-cell epitopes. SN - 1756-0381 UR - https://doi.org/10.1186/s13040-020-00211-0 DO - 10.1186/s13040-020-00211-0 ID - Liu2020 ER -