Systems and methods for automated scribes based on knowledge graphs of clinical information

A computer-implemented method for generating a knowledge graph of clinical information for use as a reference model to semantically represent relevant information from clinical encounters, the method comprising:

• representing a clinical concern as a module of the knowledge graph of clinical information;
• associating at least one section node with the module, wherein each section node of the at least one section node corresponds to a clinical concept relevant to the clinical concern;
• associating at least one topic node with the at least one section node, wherein each topic node of the at least one topic node corresponds to a clinical topic relevant to the clinical concept;
• mapping raw data of a clinical encounter to the knowledge graph of clinical information resulting in a state of the knowledge graph pertaining to the clinical encounter;
• outputting the knowledge graph of clinical information to semantically represent the relevant information from the clinical encounter associated with the clinical concern;
• generating electronic health record documentation based on the mapping of the knowledge graph of clinical information to the raw data of the clinical encounter;
• and
• scoring the generated electronic health record documentation to determine a completeness of a patient evaluation for the clinical encounter.