{"id":201155,"date":"2026-04-01T04:11:00","date_gmt":"2026-04-01T08:11:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/04\/01\/using-artificial-intelligence-to-address-accessibility-gaps-in-legacy-healthcare-portals\/"},"modified":"2026-04-01T04:30:40","modified_gmt":"2026-04-01T08:30:40","slug":"using-artificial-intelligence-to-address-accessibility-gaps-in-legacy-healthcare-portals","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/04\/01\/using-artificial-intelligence-to-address-accessibility-gaps-in-legacy-healthcare-portals\/","title":{"rendered":"Using Artificial Intelligence to Address Accessibility Gaps in Legacy Healthcare Portals"},"content":{"rendered":"<p><a href=\"https:\/\/aijourn.com\/using-artificial-intelligence-to-address-accessibility-gaps-in-legacy-healthcare-portals\/\">Using Artificial Intelligence to Address Accessibility Gaps in Legacy Healthcare Portals<\/a><\/p>\n<p><a href=\"https:\/\/aijourn.com\/using-artificial-intelligence-to-address-accessibility-gaps-in-legacy-healthcare-portals\/\">https:\/\/aijourn.com\/using-artificial-intelligence-to-address-accessibility-gaps-in-legacy-healthcare-portals\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-04-01 04:11:00<\/a><\/p>\n<p>Source Domain: <a href=\"aijourn.com\">aijourn.com<\/a><\/p>\n<ul>\n<li>\n<p><strong>Legacy vs. Modern Systems<\/strong>: Older healthcare digital systems face issues due to outdated frontend code that doesn\u2019t comply with current usability, accessibility, or maintainability standards.<\/p>\n<\/li>\n<li>\n<p><strong>Impact of System Issues<\/strong>: Difficulty navigating these systems directly affects patients\u2019 ability to use critical digital services, posing broader implications beyond mere technical dysfunction.<\/p>\n<\/li>\n<li>\n<p><strong>Research on AI-Enhanced Refactoring<\/strong>: Ashok Vootla\u2019s study in the Journal of Information Systems Engineering and Management proposes using AI for systematic accessibility remediation in healthcare portals.<\/p>\n<\/li>\n<li>\n<p><strong>Focus on Accessibility<\/strong>: The study positions accessibility as an integral engineering problem addressed realistically via AI-assisted code refactoring using natural language processing within React and Angular components.<\/p>\n<\/li>\n<li>\n<p><strong>AI-Driven Accessibility Improvements<\/strong>: The AI model identified and corrected approximately 81% of ARIA and semantic HTML errors in examined healthcare portals, offering practical and scalable solutions.<\/p>\n<\/li>\n<li>\n<p><strong>Practical Relevance of Modernisation<\/strong>: The study suggests that AI can help healthcare systems modernize without requiring complete system overhauls, aiding in maintaining continuity in vital services.<\/p>\n<\/li>\n<li>\n<p><strong>Combining AI with Expertise<\/strong>: The study emphasizes using AI as a tool to assist engineers, acknowledging some cases where human review is still necessary for dynamic content and specific design constraints.<\/p>\n<\/li>\n<li>\n<p><strong>Broader Accessibility Challenge<\/strong>: As healthcare expands digital services, ensuring usability, accessibility, and maintainability becomes crucial; AI can play a significant role in addressing these persistent issues effectively.<\/p>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Using Artificial Intelligence to Address Accessibility Gaps in Legacy Healthcare Portals https:\/\/aijourn.com\/using-artificial-intelligence-to-address-accessibility-gaps-in-legacy-healthcare-portals\/ Publish Date: 2026-04-01&#8230;<\/p>\n","protected":false},"author":1,"featured_media":201156,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/aijourn.com\/wp-content\/uploads\/2026\/04\/20991-1.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-201155","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\/201155"}],"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=201155"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/201155\/revisions"}],"predecessor-version":[{"id":201157,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/201155\/revisions\/201157"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/201156"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=201155"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=201155"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=201155"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}