{
  "id": 15706234,
  "title": "Stain Normalisation Does Not Consistently Improve Matched-Location Retrieval with Pathology Foundation Models",
  "url": "https://urgent.news/2026/10/19/stain-normalisation-does-not-consistently-improve-matched-location",
  "topic": "science",
  "section": "Science",
  "published": "2026-10-19T00:00:00.000Z",
  "source": {
    "name": "bioRxiv",
    "slug": "biorxiv",
    "url": "https://www.biorxiv.org/content/10.64898/2026.10.13.758918v1?rss=1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Pathology foundation models provide reusable representations for computational pathology, but staining- and scanner-induced variation may compromise the robustness and reproducibility of embedding-based analyses across acquisition settings. Stain normalisation is widely used to mitigate such colour variation, yet whether it improves retrieval with modern self-supervised pathology encoders remains…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}