{
  "id": 691538,
  "title": "megaMine: a scalable, rule-based framework for mining gene-cancer-drug evidence from biomedical literature",
  "url": "https://urgent.news/2026/08/12/megamine-a-scalable-rule-based-framework-for-mining-gene-cancer-drug",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-12T00:00:00.000Z",
  "source": {
    "name": "bioRxiv",
    "slug": "biorxiv",
    "url": "https://www.biorxiv.org/content/10.64898/2026.08.06.743392v1?rss=1"
  },
  "original_language": "en",
  "account": null,
  "summary": "The rapid expansion of the oncology literature has outpaced manual curation of clinically relevant gene-cancer-drug associations and oncogenic driver evidence. Existing automated approaches often lack transparency or are difficult to scale across heterogeneous data sources. To address this gap, we developed megaMine, a transparent, rule-based, and context-aware literature-mining framework that…",
  "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."
}