Publications by authors named "Dmitriy N Shcherbinin"
Article Synopsis
- * Researchers developed a new model named SEMA using transfer learning with pretrained deep learning models to enhance prediction of antibody-antigen interactions.
- * SEMA outperformed existing tools, achieving an ROC AUC of 0.76, and was able to effectively rank key regions in the SARS-CoV-2 RBD domain; the model is publicly accessible online.
The recent pandemic threat of the influenza virus makes the increased safety and efficiency of vaccination against the pathogen a most important issue. It has been well established that for maximum protective effect, the vaccination should mimic natural infection. Therefore, recent efforts to develop a new influenza vaccine have focused on intranasal immunization strategies.
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