Medea: An AI agent for therapeutic reasoning across biological contexts

Abstract excerpt

Therapeutic hypotheses can transfer across diseases but their relevance depends on biological context. The same target, perturbation, or treatment can produce different effects across cell types, disease states, genetic backgrounds, and patients. Therapeutic reasoning therefore requires methods that preserve context, test when evidence supports transfer, and identify where context-specific effects limit it. Althou...

Topics

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• Diagnosis, Differential
• Phenotype
• Rare Diseases

Identifiers and source

Literature Corpus work

bbed0916-1de0-5820-8e74-1696305b1d6e

DOI

10.64898/2026.01.16.696667