{
  "id": 4415360,
  "title": "Machine learning model identifies heart failure with reduced ejection fraction using routine lab indicators",
  "url": "https://urgent.news/2026/08/30/machine-learning-model-identifies-heart-failure-with-reduced-ejection",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-30T11:40:01.000Z",
  "source": {
    "name": "Medical Xpress",
    "slug": "medical-xpress",
    "url": "https://medicalxpress.com/news/2026-08-machine-heart-failure-ejection-fraction.html"
  },
  "original_language": "en",
  "account": null,
  "summary": "A 13-indicator routine laboratory model shows moderate discrimination for distinguishing heart failure with reduced ejection fraction (HFrEF), according to a study published online Aug. 9 in Frontiers in Cardiovascular Medicine.",
  "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."
}