Romano Lab @ Penn

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Discovering endpoints of toxicity using semantic data analysis and graph machine learning (K99-LM013646; PI: Romano)

This grant establishes a major new resource in computational toxicology - named ComptoxAI - and demonstrates that heterogeneous graph machine learning and semantic data analysis are effective tools for making new discoveries linking environmental toxicants to clinically-significant human diseases. ComptoxAI is a growing resource that includes a large graph knowledge base, programmatic access tools, educational materials for computational toxicology, and a gallery of effective machine learning models for conducting artificial intelligence analyses on public toxicology data.