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Patent drawing for Artificial intelligence engine for directed hypothesis generation and ranking
US 12,271,832 B2
Machine learning US 12,271,832 B2 Not in force

Artificial intelligence engine for directed hypothesis generation and ranking

This is a computer system that takes a patient's detailed medical information, such as their RNA data, clinical records, and imaging, stored in a specialized database or knowledge graph. It then uses artificial intelligence to generate and rank possible medical explanations or treatment ideas based on this personal data and a vast collection of general medical knowledge. The claims specifically describe the input as a person-centric data storage containing whole transcriptome-derived RNA data, clinical findings, disease state data, or imaging data.

Why it matters: Filed just before the widespread adoption of advanced large language models and graph neural networks. These technologies, maturing rapidly since 2022, could significantly enhance the engine's ability to integrate diverse knowledge graphs and generate more sophisticated, context-aware hypotheses.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedHeavy software system, knowledge graph engineering, AI/ML.

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