Sunday, February 22, 2026

A Tracable Reasoning Framework for Diagnosing Rare Diseases with an Agentic System

Unlocking Rare Disease Diagnosis with DeepRare

Introducing DeepRare, an innovative agentic framework that transforms the landscape of rare disease diagnosis. Built on a modular and multi-tiered architecture, this solution is set to enhance diagnostic accuracy and streamline patient care.

Key Features:

  • Central Host Agent: Acts as the system’s brain, integrating and coordinating essential diagnostic information.
  • Specialized Local Agent Servers: Interact with specific diagnostic environments for efficient data collection.
  • Diverse Data Sources: Leverage structured databases, clinical guidelines, and real-world data to support diagnostics.

Process Breakdown:

  1. Information Collection: Compiling patient phenotype and genotype data.
  2. Self-Reflective Diagnosis: Utilizing a multi-agent system to generate ranked disease predictions with supporting evidence.

DeepRare isn’t just a diagnostic tool—it’s a transformative approach that empowers clinicians with comprehensive insights.

Are you ready to revolutionize rare disease diagnostics? Engage with us, share your thoughts, or learn more by clicking the link below!

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