{
  "id": 7446892,
  "title": "End-to-End Cell Detection via Instance-aware Graph Modeling",
  "url": "https://urgent.news/2026/09/14/end-to-end-cell-detection-via-instance-aware-graph-modeling",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-14T10:37:19.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.15354v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Accurate cell detection and classification are crucial for pathological analysis, directly affecting diagnostic accuracy and treatment planning. To capture complex cellular interactions beyond visual appearance within the tumor microenvironment, several approaches have employed graph neural networks to model spatial and relational patterns among cell nuclei, yielding promising results. However,…",
  "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."
}