Weekly Digest - August 2025

Weekly Digest - August 2025

24 July 2025: Owkin teams up with NeoGenomics and France Tissue Bank to build IHC-dedicated foundation model for AI-driven ADC diagnostics

  • Owkin is developing an AI foundation model trained exclusively on immunohistochemistry (IHC) images to improve diagnostic accuracy and patient selection for antibody-drug conjugate (ADC) therapies
  • The model addresses key limitations in IHC, including interobserver variability, limited scoring resolution, and difficulty in assessing tumor heterogeneity—challenges that directly impact ADC program efficacy
  • The collaboration combines AI expertise and high-quality data, leveraging Owkin’s AI technology with NeoGenomics’ real-world pathology datasets and France Tissue Bank’s annotated histological samples
  • The project aims to accelerate ADC research by providing a public, IHC-specific foundation model that enhances biomarker discovery, supports translational research, and strengthens AI-driven diagnostics in oncology

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