{
  "id": 19452899,
  "title": "Toward Foundation Detection Models via Example-Based Grounding in EM-DETR",
  "url": "https://urgent.news/2026/11/10/toward-foundation-detection-models-via-example-based-grounding-in-em",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-10T18:59:17.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2611.14518v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "DeepLearning (DL)-based Computer-Aided Diagnostic (CAD) systems have shown great promise in supporting clinicians, but their performance heavily depends on the availability of large, well-annotated datasets. In medical lesion detection, the scarcity of comprehensive, stan dardized annotations and the heterogeneity of existing datasets limit the development of robust foundation models. In this…",
  "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."
}