Natural Language Processing (NLP) and the "Knowledge Graph"
The 2026 US informatics suite features highly advanced Biomedical Knowledge Graphs. These graphs use NLP to "read" and connect billions of data points—from clinical trial results and patent filings to social media reports of side effects.
This allows researchers to perform "Relationship Discovery."
For example, an informatics system might notice a subtle link between a drug used for skin conditions and a reduction in neuroinflammation. By identifying these "hidden" connections, US companies are excelling in Drug Repurposing, finding new, life-saving uses for existing medications that have already passed safety trials. This "Informatics-Led Repurposing" is significantly faster and cheaper than developing a new chemical entity from scratch.
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