Prediction of Binding Affinity of T cell Receptor and Antigens using Deep Neural Networks

Description
Immunotherapy is an effective treatment for cancer which enables the patient's immune system to recognize tumor cells as pathogens. In order to design an individualized treatment, the t cell receptors (TCR) which bind to a tumor's unique antigens need to

Immunotherapy is an effective treatment for cancer which enables the patient's immune system to recognize tumor cells as pathogens. In order to design an individualized treatment, the t cell receptors (TCR) which bind to a tumor's unique antigens need to be determined. We created a convolutional neural network to predict the binding affinity between a given TCR and antigen to enable this.

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Details

Contributors
Date Created
2020-12
Resource Type
Language
  • eng
Additional Information
English
Series
  • Academic Year 2020-2021
Extent
  • 21 pages