Warfarin is a widely used oral anticoagulant worldwide. However, due to the complex relationship between individual factors, it challenging estimate optimal warfarin dose give full play its ideal ef?cacy. Currently, there are plenty of studies using machine learning or deep techniques help with selection. But few them can resolve missing values and high-dimensional data naturally, that two main...