Hiroki Shirai

Hiroki Shirai

Company: Astellas Pharma

Job title: Executive Fellow


Accelerating Antibody Informatics with Machine Learning 5:00 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

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