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Using AI to help physicians diagnose rare genetic diseases affecting children

OpenAI Blog · 2026-06-18

OpenAI researchers report using a reasoning model to assist physicians in diagnosing rare genetic diseases in children, resulting in 18 new confirmed diagnoses in previously unsolved cases.

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Extraction

Topics: ai-in-medicinerare-disease-diagnosisclinical-aireasoning-models

Claims

  • An OpenAI reasoning model identified 18 new diagnoses in previously unsolved rare genetic disease cases affecting children.
  • The model is intended to assist physicians rather than replace clinical judgment.
  • Rare childhood genetic diseases represent a high-value target for AI-assisted diagnosis due to historically very low diagnostic rates in unsolved cases.

Key quotes

Researchers used an OpenAI reasoning model to help diagnose rare diseases, identifying 18 new diagnoses in previously unsolved cases.