{"id":187752,"date":"2026-02-16T05:07:00","date_gmt":"2026-02-16T10:07:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/02\/16\/a-scoping-review-of-silent-trials-for-medical-artificial-intelligence\/"},"modified":"2026-02-16T05:15:11","modified_gmt":"2026-02-16T10:15:11","slug":"a-scoping-review-of-silent-trials-for-medical-artificial-intelligence","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/02\/16\/a-scoping-review-of-silent-trials-for-medical-artificial-intelligence\/","title":{"rendered":"A scoping review of silent trials for medical artificial intelligence"},"content":{"rendered":"<p><a href=\"https:\/\/www.nature.com\/articles\/s44360-025-00048-z\">A scoping review of silent trials for medical artificial intelligence<\/a><\/p>\n<p><a href=\"https:\/\/www.nature.com\/articles\/s44360-025-00048-z\">https:\/\/www.nature.com\/articles\/s44360-025-00048-z<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-02-16 05:07:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.nature.com\">www.nature.com<\/a><\/p>\n<ul>\n<li>Machine learning and its application in healthcare have led to a surge in research, but concerns about inflated expectations and implementation gaps in real-world settings have emerged.<\/li>\n<li>Ethical integration of healthcare AI, along with the development of frameworks addressing both ethical and technical aspects in clinical translation, is crucial.<\/li>\n<li>Challenges include the assessment of deployment costs, generalization of AI models to diverse populations, and ensuring the clinical efficacy and safety in real-world settings.<\/li>\n<li>Successful deployment of AI models requires validation and regulatory compliance, transparency in model operations, and consideration of bias and fairness issues.<\/li>\n<li>There is a need for structured reporting guidelines and frameworks to ease the transition from AI model development to clinical practice.<\/li>\n<li>The integration of AI tools in healthcare must involve comprehensive evaluation methodologies, human factors, and consider sociotechnical systems to enhance usability and trust.<\/li>\n<li>Effective translation of machine learning products into clinical use involves interdisciplinary collaboration, stakeholder engagement, and iterative development based on clinical feedback.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A scoping review of silent trials for medical artificial intelligence https:\/\/www.nature.com\/articles\/s44360-025-00048-z Publish Date: 2026-02-16 05:07:00&#8230;<\/p>\n","protected":false},"author":1,"featured_media":187753,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media.springernature.com\/m685\/springer-static\/image\/art%3A10.1038%2Fs44360-025-00048-z\/MediaObjects\/44360_2025_48_Fig1_HTML.png","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-187752","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/187752"}],"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=187752"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/187752\/revisions"}],"predecessor-version":[{"id":187754,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/187752\/revisions\/187754"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/187753"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=187752"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=187752"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=187752"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}