{"id":210793,"date":"2026-05-08T06:40:00","date_gmt":"2026-05-08T10:40:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/08\/study-reveals-hidden-damage-in-stony-corals-using-3d-imaging-and-ai\/"},"modified":"2026-05-08T06:50:11","modified_gmt":"2026-05-08T10:50:11","slug":"study-reveals-hidden-damage-in-stony-corals-using-3d-imaging-and-ai","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/08\/study-reveals-hidden-damage-in-stony-corals-using-3d-imaging-and-ai\/","title":{"rendered":"Study reveals hidden damage in stony corals using 3D imaging and AI"},"content":{"rendered":"

Study reveals hidden damage in stony corals using 3D imaging and AI<\/a><\/p>\n

https:\/\/www.theinvadingsea.com\/2026\/05\/08\/stony-coral-tissue-loss-disease-florida-reef-caribbean-3d-imaging-artificial-intelligence-fau\/<\/a><\/p>\n

Publish Date: 2026-05-08 06:40:00<\/a><\/p>\n

Source Domain: www.theinvadingsea.com<\/a><\/p>\n

Here are six key points summarizing the article on Florida\u2019s coral reef study conducted by Florida Atlantic University researchers:<\/p>\n

    \n
  1. \n

    Coral Reef Crisis<\/strong>: Florida’s coral reefs are severely impacted by stony coral tissue loss disease (SCTLD), which has rapidly decimated vast numbers of reef-building corals since 2014.<\/p>\n<\/li>\n

  2. \n

    Technical Challenges<\/strong>: Understanding how diseases affect the microscopic structure of coral skeletons has been particularly difficult due to the complexity and subtlety of these changes.<\/p>\n<\/li>\n

  3. \n

    Micro-CT Imaging Solution<\/strong>: Florida Atlantic University researchers utilized X-ray microcomputed tomography (micro-CT) to generate detailed 3D reconstructions of coral skeletons, allowing the non-destructive analysis of internal features like porosity, density, and thickness.<\/p>\n<\/li>\n

  4. \n

    Deep Learning Integration<\/strong>: The micro-CT data was enhanced by using deep learning techniques, specifically convolutional neural networks (CNNs) which accurately distinguished between coral skeletons and pore spaces, offering a faster and more reliable method than traditional approaches.<\/p>\n<\/li>\n

  5. \n

    Model Performance<\/strong>: The study evaluated three deep learning models, revealing that the Attention U-Net model was particularly effective, providing high accuracy quickly even across different coral species.<\/p>\n<\/li>\n

  6. \n

    Implications for Coral Health<\/strong>: The combination of micro-CT and deep learning provides crucial insights into how environmental stressors like diseases affect coral skeletons and helps develop better strategies for coral restoration and protection, aiming to enhance the long-term resilience of Florida’s coral reefs.<\/p>\n<\/li>\n<\/ol>\n

    For the complete study, visit FAU’s news desk article or refer to their publication in the Journal of Structural Biology.<\/p>\n

    <\/p>\n","protected":false},"excerpt":{"rendered":"

    Study reveals hidden damage in stony corals using 3D imaging and AI https:\/\/www.theinvadingsea.com\/2026\/05\/08\/stony-coral-tissue-loss-disease-florida-reef-caribbean-3d-imaging-artificial-intelligence-fau\/ Publish Date:…<\/p>\n","protected":false},"author":1,"featured_media":210794,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"http:\/\/www.theinvadingsea.com\/wp-content\/uploads\/2024\/05\/stony-coral-disease-1024x576.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-210793","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\/210793"}],"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=210793"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/210793\/revisions"}],"predecessor-version":[{"id":210796,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/210793\/revisions\/210796"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/210794"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=210793"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=210793"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=210793"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}