Hiroki Shirai
Company: Astellas Pharma
Job title: Executive Fellow
Seminars:
Accelerating Antibody Informatics with Machine Learning 4:45 pm
CDR-H3 is a fingerprint region of each antibody, and its conformation is key for antigen recognition Examining various kinds of machine learning methods (Random Forest, Decision Tree, Light GBM, SVM, MLP) for the prediction of CDR-H3’s structure type Recurrent neural network and convolutional neural network in combination with reinforcement learning for the de novo design…Read more
day: Day One