name: MedKG
description: MedKG is a comprehensive and continuously updated knowledge graph designed to address challenges in precision medicine and drug discovery. MedKG integrates data from 35 authoritative sources, encompassing 34 node types and 79 relationships. A Continuous Integration/Continuous Update pipeline ensures MedKG remains current, addressing a critical limitation of static knowledge bases. The integration of molecular embeddings enhances semantic analysis capabilities, bridging the gap between chemical structures and biological entities.
contacts: [{"category": "Individual", "contact_details": [{"contact_type": "email", "value": "prabhagarg@niper.ac.in"}], "label": "Prabha Garg"}]
products: [{"category": "GraphicalInterface", "description": "Graphical interface for MedKG", "id": "medkb.site", "name": "MedKG Site", "original_source": ["medkg"], "product_url": "http://pitools.niper.ac.in/medkg/", "secondary_source": ["medkg"]}]
raw_data: {"activity_status": "active", "category": "KnowledgeGraph", "contacts": [{"category": "Individual", "contact_details": [{"contact_type": "email", "value": "prabhagarg@niper.ac.in"}], "label": "Prabha Garg"}], "description": "MedKG is a comprehensive and continuously updated knowledge graph designed to address challenges in precision medicine and drug discovery. MedKG integrates data from 35 authoritative sources, encompassing 34 node types and 79 relationships. A Continuous Integration/Continuous Update pipeline ensures MedKG remains current, addressing a critical limitation of static knowledge bases. The integration of molecular embeddings enhances semantic analysis capabilities, bridging the gap between chemical structures and biological entities.", "domains": ["biological systems"], "homepage_url": "http://pitools.niper.ac.in/medkg/", "id": "medkg", "layout": "resource_detail", "name": "MedKG", "products": [{"category": "GraphicalInterface", "description": "Graphical interface for MedKG", "id": "medkb.site", "name": "MedKG Site", "original_source": ["medkg"], "product_url": "http://pitools.niper.ac.in/medkg/", "secondary_source": ["medkg"]}], "publications": [{"authors": ["Kumari M", "Chauhan R", "Garg P"], "doi": "10.1007/s11030-025-11164-z", "id": "doi:10.1007/s11030-025-11164-z", "title": "'MedKG: enabling drug discovery through a unified biomedical knowledge graph'", "year": "2025"}]}