{
  "id": 9967,
  "url": "https://doi.org/10.3390/sci8020036",
  "title": "Governing Healthcare AI in the Real World: How Fairness, Transparency, and Human Oversight Can Coexist: A Narrative Review",
  "summary": "Artificial intelligence (AI) is rapidly shifting from experimental pilots to mainstream clinical infrastructure, redefining how evidence, accountability, and ethics intersect in healthcare. This narrative review integrates insights from peer-reviewed studies and policy frameworks to examine seven cross-cutting aspects: bias and fairness, explainability, safety and quality, privacy and data protection, accountability and liability, human oversight, and procurement and deployment. Findings reveal ",
  "authors": "Paolo Bailo, Giulio Nittari, Giuliano Pesel, Emerenziana Basello, Tommaso Spasari, Giovanna Ricci",
  "category": "research",
  "topics": "bias-fairness,regulation,privacy-surveillance,healthcare",
  "orgs": null,
  "regions": null,
  "published_at": "2026-02-06T00:00:00.000Z",
  "fetched_at": "2026-07-14T16:34:04.100Z",
  "source_slug": "openalex",
  "source_name": "OpenAlex",
  "source_homepage": "https://openalex.org",
  "ethics_ai_record_url": "https://ethics.ai/record/9967",
  "original_url": "https://doi.org/10.3390/sci8020036",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}