MMKP

MMKP enables organization and dynamic modeling of precision medicine knowledge by combining a polymorphic foreign key database design with mind-map representations.

Key Features:

• Polymorphic foreign keys: Implements polymorphic foreign keys to allow a single table field to reference records in any other table within the knowledgebase.
• Mind-map representation: Represents stored knowledge as mind maps to align conceptual relationships with expert curation of precision medicine knowledge.
• Schema flexibility: Avoids hard-coded logic in the database schema, enabling dynamic changes to structural relationships without extensive schema modification.
• Customizable constraints and annotations: Supports customization of data field constraints and annotations to capture evolving medical insights.
• Knowledge organization: Facilitates organization and curation of large-scale precision medicine knowledgebases through flexible linkages and annotated structures.

Scientific Applications:

• Precision medicine knowledge curation: Enables structured storage and curation of complex precision medicine knowledge to accommodate evolving clinical and research concepts.
• Dynamic relationship modeling: Supports modeling and adaptation of evolving relationships among medical concepts without schema redesign.
• Knowledgebase prototyping: Supports prototyping of knowledgebase schemas that require heterogeneous cross-entity linkages.

Methodology:

Uses polymorphic foreign keys to implement flexible cross-table linkages, represents stored knowledge as mind maps, and provides customizable data field constraints and annotations while avoiding hard-coded logic in the relational schema.