{
  "id": 250143,
  "title": "Tracing the Heart: An Evidence-Linked Pipeline for Heart-Failure Feature Engineering",
  "url": "https://urgent.news/2026/08/06/tracing-the-heart-an-evidence-linked-pipeline-for-heart-failure",
  "topic": "health",
  "section": "Health & Medicine",
  "published": "2026-08-06T17:57:37.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.06366v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Electronic health record (EHR) feature engineering is a major bottleneck in clinical research and AI, accounting for 39-45% of data scientists' workload. This is especially pronounced in heart failure, which affects an estimated 6.7 million U.S. adults and requires integrating fragmented EHR data with disease-specific, guideline-based clinical reasoning. Existing rule-based and large language…",
  "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."
}