{"slug": "human-oversight-of-erroneous-clinical-ai-and-decision-support-a-systematic-and", "title": "Human oversight of erroneous clinical AI and decision support a systematic review and meta analysis", "summary": "A systematic review and meta-analysis covering 46 articles examined how clinicians respond when automated clinical advice is wrong, spanning ECG interpretation, rules-based clinical decision support, image-based AI, selective prediction, and LLMs/GenAI. The review, published on Safety Insights, aggregates evidence on human oversight of erroneous clinical AI and decision support.", "body_md": "What happens when automated clinical advice is wrong? This reviewed research on clinician responses to incorrect automated advice. Including ECG interpretation, rules-based clinical decision support, image-based AI, selective prediction, and LLMs/GenAI. 46 articles were included. Shared under an open access licence. PS. Check out my YouTube: https://youtube.com/@safe_as_pod?si=V2dbdmW–WbnhzA9 Shout a coffee: https://buymeacoffee.com/benhutchinson In all, they argue… [Continue reading Human oversight of erroneous clinical AI and decision support a systematic review and meta analysis](https://safetyinsights.org/2026/10/29/human-oversight-of-erroneous-clinical-ai-and-decision-support-a-systematic-review-and-meta-analysis/)", "url": "https://wpnews.pro/news/human-oversight-of-erroneous-clinical-ai-and-decision-support-a-systematic-and", "canonical_source": "https://safetyinsights.org/2026/10/29/human-oversight-of-erroneous-clinical-ai-and-decision-support-a-systematic-review-and-meta-analysis/", "published_at": "2026-10-28 21:03:20+00:00", "updated_at": "2026-10-28 21:10:55.512922+00:00", "lang": "en", "topics": ["ai-safety", "artificial-intelligence", "large-language-models", "generative-ai"], "entities": ["Safety Insights"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/human-oversight-of-erroneous-clinical-ai-and-decision-support-a-systematic-and", "markdown": "https://wpnews.pro/news/human-oversight-of-erroneous-clinical-ai-and-decision-support-a-systematic-and.md", "text": "https://wpnews.pro/news/human-oversight-of-erroneous-clinical-ai-and-decision-support-a-systematic-and.txt", "jsonld": "https://wpnews.pro/news/human-oversight-of-erroneous-clinical-ai-and-decision-support-a-systematic-and.jsonld"}}