is a Knowledge Graph.
Mechanistic Repositioning Network with Indications (MIND) is a knowledge graph incorporating two biomedical resources: MechRepoNet and DrugCentral. MechRepoNet is a knowledge graph comprising of 18 biomedical resources that reflects and expands on important drug mechanism relationships identified from a curated biomedical drug mechanism dataset. MIND was created by mapping DrugCentral edges to existing MechRepoNet nodes through the Unified Medical Language System (UMLS) and Medical Subject Headings (MeSH). The MIND training set has a total of 9,651,040 edges.
drug discovery, biomedical
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Roger Tu
ORCID: 0000-0002-7899-1604
Meghamala Sinha
ORCID: 0000-0002-6422-3313
Andrew I. Su
ORCID: 0000-0002-9859-4104
| ID | Name | URL | Category | Format | Description |
|---|---|---|---|---|---|
| mind.train | MIND Training Data | train.txt | GraphProduct | tsv | Training data for the MIND knowledge ... |
| mind.test | MIND Test Data | test.txt | GraphProduct | tsv | Test data for the MIND knowledge grap... |
| mind.valid | MIND Validation Data | valid.txt | GraphProduct | tsv | Validation data for the MIND knowledg... |
| mind.entities | MIND Entities Dictionary | entities.dict | Product | tsv | Dictionary of entities in the MIND kn... |
| mind.relations | MIND Relations Dictionary | relations.dict | Product | tsv | Dictionary of relations in the MIND k... |