{"id":210970,"date":"2026-05-08T12:01:00","date_gmt":"2026-05-08T16:01:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/08\/why-human-review-is-key-to-the-success-of-ai-in-health-care\/"},"modified":"2026-05-08T12:05:11","modified_gmt":"2026-05-08T16:05:11","slug":"why-human-review-is-key-to-the-success-of-ai-in-health-care","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/08\/why-human-review-is-key-to-the-success-of-ai-in-health-care\/","title":{"rendered":"Why human review is key to the success of AI in health care"},"content":{"rendered":"<p><a href=\"https:\/\/health.ucdavis.edu\/welcome\/news\/headlines\/why-human-review-is-key-to-the-success-of-ai-in-health-care-\/2026\/05\">Why human review is key to the success of AI in health care<\/a><\/p>\n<p><a href=\"https:\/\/health.ucdavis.edu\/welcome\/news\/headlines\/why-human-review-is-key-to-the-success-of-ai-in-health-care-\/2026\/05\">https:\/\/health.ucdavis.edu\/welcome\/news\/headlines\/why-human-review-is-key-to-the-success-of-ai-in-health-care-\/2026\/05<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-05-08 12:01:00<\/a><\/p>\n<p>Source Domain: <a href=\"health.ucdavis.edu\">health.ucdavis.edu<\/a><\/p>\n<ul>\n<li>\n<p><strong>Increasing AI Use in Healthcare:<\/strong> AI tools in healthcare are being increasingly utilized to analyze medical images, predict risks, and monitor patient conditions remotely. However, biases can occur due to unrepresentative or unbalanced data.<\/p>\n<\/li>\n<li>\n<p><strong>Human Oversight for Bias Reduction:<\/strong> The study led by UC Davis Professor Courtney Lyles underscores the importance of human oversight to minimize AI bias, ensuring the safety and reliability of AI decisions.<\/p>\n<\/li>\n<li>\n<p><strong>Interdisciplinary Review Panels:<\/strong> This study recommends the use of interdisciplinary review panels that combine medical, epidemiological, behavioral science, engineering, and data science expertise to assess AI decisions and bias in explainable AI models.<\/p>\n<\/li>\n<li>\n<p><strong>Explainable AI Importance:<\/strong> Explainable AI (XAI) involves understanding the underlying reasons for AI model predictions, which is crucial for validating AI decisions and highlighting potential biases.<\/p>\n<\/li>\n<li>\n<p><strong>Importance of Diverse Input:<\/strong> Including community members and patient advocates in the review process adds valuable, lived experience insights that can help ensure that AI tools better reflect the communities they serve.<\/p>\n<\/li>\n<li>\n<p><strong>Creating Teams for Ethical AI:<\/strong> The study suggests the formation of dedicated teams with diverse expertise to oversee AI deployment in healthcare, ensuring accurate and contextual results.<\/p>\n<\/li>\n<li>\n<p><strong>Private-Public Partnerships:<\/strong> To advance equitable AI development, private-public partnerships are necessary, exemplified by initiatives like UC S.O.L.V.E Health Tech, that integrate research with practical implementation by industry partners.<\/p>\n<\/li>\n<li>\n<p><strong>Implementation at UC Davis Health:<\/strong> UC Davis Health has implemented various AI initiatives, including AI governance committees, equitable rollout processes, AI Scribe for clinical documentation, and efforts to reduce bias in AI predictive models.<\/p>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Why human review is key to the success of AI in health care https:\/\/health.ucdavis.edu\/welcome\/news\/headlines\/why-human-review-is-key-to-the-success-of-ai-in-health-care-\/2026\/05 Publish&#8230;<\/p>\n","protected":false},"author":1,"featured_media":210971,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/health.ucdavis.edu\/media-resources\/contenthub\/health-news\/2026\/5\/thumbnail\/scientist-interacting-with-a-glowing-blue-data-stream-thumb.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-210970","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/210970"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=210970"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/210970\/revisions"}],"predecessor-version":[{"id":210972,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/210970\/revisions\/210972"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/210971"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=210970"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=210970"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=210970"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}