HYBRID KNOWLEDGE GRAPH FOR HEALTHCARE APPLICATIONS

摘要

A healthcare system, platform and methods for providing enhanced medical diagnostics and treatment are herein provided. The platform includes a healthcare knowledge graph database for storing a medical hybrid knowledge graph, the hybrid knowledge graph including healthcare data from one or more ontology-based knowledge graphs and clinical data from one on more sources; a data processing engine running a diagnostic algorithm, designed to process a patient condition data and to process a hybrid knowledge graph database, and select one or more pathways on the knowledge graph to generates one or more differential diagnoses for suspected disorders, which relate to the given patient condition; and a user interface to enable an end user to view results output by the data processing engine.