{"id":188311,"date":"2026-02-17T16:42:00","date_gmt":"2026-02-17T21:42:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/02\/17\/artificial-intelligence-tracks-arm-movements-with-a-single-camera-for-clinical-assessments\/"},"modified":"2026-02-17T16:55:11","modified_gmt":"2026-02-17T21:55:11","slug":"artificial-intelligence-tracks-arm-movements-with-a-single-camera-for-clinical-assessments","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/02\/17\/artificial-intelligence-tracks-arm-movements-with-a-single-camera-for-clinical-assessments\/","title":{"rendered":"Artificial Intelligence Tracks Arm Movements With A Single Camera For Clinical Assessments"},"content":{"rendered":"<p><a href=\"https:\/\/quantumzeitgeist.com\/artificial-intelligence-tracks-arm-movements-single\/\">Artificial Intelligence Tracks Arm Movements With A Single Camera For Clinical Assessments<\/a><\/p>\n<p><a href=\"https:\/\/quantumzeitgeist.com\/artificial-intelligence-tracks-arm-movements-single\/\">https:\/\/quantumzeitgeist.com\/artificial-intelligence-tracks-arm-movements-single\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-02-17 16:42:00<\/a><\/p>\n<p>Source Domain: <a href=\"quantumzeitgeist.com\">quantumzeitgeist.com<\/a><\/p>\n<ul>\n<li>Researchers at institutions such as Shriners Children\u2019s Lexington, the University of Kentucky, and Georgia Institute of Technology have developed a new method to quantify upper extremity reachable workspace (UERW) using artificial intelligence and markerless motion capture technology.<\/li>\n<li>The proposed single-camera approach uses AI and a monocular system, which is simpler and less expensive compared to traditional marker-based motion capture tools.<\/li>\n<li>Validation of this markerless motion capture system, through a study involving nine participants, showed a strong agreement with established methods, particularly when using a frontal camera perspective.<\/li>\n<li>For the frontal camera setup, the system exhibited minimal mean bias and a low standard deviation, indicating high fidelity in measuring UERW. In contrast, the offset camera view had a significant underestimation of the workspace.<\/li>\n<li>The study demonstrates the feasibility of using a single, frontal-facing camera to assess the Upper Extremity Reachable Workspace, especially useful in clinical settings where traditional methods can be cost-prohibitive.<\/li>\n<li>This innovation addresses longstanding barriers in clinical biomechanical analysis by making quantitative movement assessments more accessible and affordable.<\/li>\n<li>Future work includes fine-tuning the system for different clinical environments and evaluating its practicality in treating patients with various movement disorders.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence Tracks Arm Movements With A Single Camera For Clinical Assessments https:\/\/quantumzeitgeist.com\/artificial-intelligence-tracks-arm-movements-single\/ Publish Date:&#8230;<\/p>\n","protected":false},"author":1,"featured_media":188312,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/quantumzeitgeist.com\/wp-content\/uploads\/Image_fx-76-16.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-188311","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\/188311"}],"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=188311"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/188311\/revisions"}],"predecessor-version":[{"id":188313,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/188311\/revisions\/188313"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/188312"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=188311"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=188311"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=188311"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}