)
)
An AI-driven Multi-Agent System to Accelerate Biomarker Discovery
-
A robust machine learning pipeline designed for biomarker discovery and patient stratification - application in Alzheimer’s disease (AD).
-
A domain-specific knowledge graph centered on AD biomarkers, generated through literature mining using large language models (LLMs).
-
An AI multi-agent framework that systematically integrates internal experimental data, omics analyses, clinical trial information, and scientific literature to identify novel biomarkers, facilitating optimized clinical trial design.
