KG4SL
KG4SL is a knowledge-graph neural network project for predicting synthetic lethal gene pairs in human cancers. It is released with SynLethKG, the supporting knowledge graph used for model training and evaluation.
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{"activity_status": "active", "category": "KnowledgeGraph", "creation_date": "2026-04-06T00:00:00Z", "description": "KG4SL is a knowledge-graph neural network project for predicting synthetic lethal gene pairs in human cancers. It is released with SynLethKG, the supporting knowledge graph used for model training and evaluation.", "domains": ["biomedical", "genomics", "drug discovery", "health"], "homepage_url": "https://github.com/JieZheng-ShanghaiTech/KG4SL", "id": "kg4sl", "last_modified_date": "2026-04-06T00:00:00Z", "layout": "resource_detail", "name": "KG4SL", "products": [{"category": "GraphProduct", "description": "Data files for SynLethKG, the knowledge graph used by KG4SL.", "format": "mixed", "id": "kg4sl.synlethkg", "name": "SynLethKG Data Files", "original_source": ["kg4sl"], "product_url": "https://github.com/JieZheng-ShanghaiTech/KG4SL/tree/main/data"}, {"category": "ProcessProduct", "description": "Repository containing preprocessing, training, and evaluation code for KG4SL.", "format": "mixed", "id": "kg4sl.code", "license": {"id": "https://opensource.org/licenses/MIT", "label": "MIT License"}, "name": "KG4SL Code", "original_source": ["kg4sl"], "product_url": "https://github.com/JieZheng-ShanghaiTech/KG4SL"}], "publications": [{"doi": "doi:10.1093/bioinformatics/btab271", "id": "https://doi.org/10.1093/bioinformatics/btab271", "journal": "Bioinformatics", "preferred": true, "title": "KG4SL: knowledge graph neural network for synthetic lethality prediction in human cancers", "year": "2021"}], "repository": "https://github.com/JieZheng-ShanghaiTech/KG4SL", "taxon": ["NCBITaxon:9606"]}