{
  "id": 12340,
  "url": "https://arxiv.org/abs/2607.19020v1",
  "title": "Biological Amnesia in ICU Time-Series Prediction: A Drift-Adaptive Two-Stream Architecture with Temporal Retrieval",
  "summary": "Background: Clinical decision support systems degrade silently as treatment protocols evolve, yet standard adaptation methods treat models as monolithic blocks, unable to distinguish stable patient physiology from shifting institutional practice. Methods: We propose an adaptive clinical intelligence architecture for ICU intervention prediction that structurally decouples physiological from treatment representations, confining parameter updates to the treatment stream upon a dual distributional a",
  "authors": "Fatema Ferdous Tamanna, K. M. Merajul Arefin, Md. Abdul Masud",
  "category": "research",
  "topics": "healthcare,biotech",
  "orgs": null,
  "regions": null,
  "published_at": "2026-07-21T12:07:36.000Z",
  "fetched_at": "2026-07-22T05:10:49.469Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/12340",
  "original_url": "https://arxiv.org/abs/2607.19020v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}