Recommending Personalized Treatment for Patients

This is an under developement website, where medical doctors can have the opportunity to get drug recommendations for their patients. Our system runs on a Heterogeneous Information Network (HIN) and uses meta paths to infer similarities among entities. A meta path is a sequence of different node and edge types, that carry a different semantic message about the relation among graph entities (Patients, Drugs, and Diseases). You can read more details in our paper about our COVID-19 research by clicking here.

The network schema of our Health Graph is shown in the following figure.