{
  "id": 651847,
  "title": "Frugal AI is the missing piece in cervical cancer screening",
  "url": "https://urgent.news/2026/08/12/frugal-ai-is-the-missing-piece-in-cervical-cancer-screening",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-08-12T00:00:00.000Z",
  "source": {
    "name": "Nature Medicine",
    "slug": "nature-medicine",
    "url": "https://www.nature.com/articles/s41591-026-04568-3"
  },
  "original_language": "en",
  "account": null,
  "summary": "Nature Medicine, Published online: 12 August 2026; doi:10.1038/s41591-026-04568-3 Automated visual evaluation (AVE) could be transformative for cervical cancer screening in low-resource settings. However, AVE research has yet to yield robust clinical tools. Frugal approaches are needed that emphasize efficient, multimodal models, explainable outputs, local calibration and evaluation in real-world…",
  "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."
}