{"id":181545,"date":"2026-01-25T15:06:00","date_gmt":"2026-01-25T20:06:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/01\/25\/integrating-ai-and-translational-science-to-advance-als-care-crystal-yeo-md-phd-neurologylive\/"},"modified":"2026-01-25T15:20:10","modified_gmt":"2026-01-25T20:20:10","slug":"integrating-ai-and-translational-science-to-advance-als-care-crystal-yeo-md-phd-neurologylive","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/01\/25\/integrating-ai-and-translational-science-to-advance-als-care-crystal-yeo-md-phd-neurologylive\/","title":{"rendered":"Integrating AI and Translational Science to Advance ALS Care: Crystal Yeo, MD, PhD | NeurologyLive"},"content":{"rendered":"<p><a href=\"https:\/\/www.neurologylive.com\/view\/integrating-ai-translational-science-advance-als-care-crystal-yeo\">Integrating AI and Translational Science to Advance ALS Care: Crystal Yeo, MD, PhD | NeurologyLive<\/a><\/p>\n<p><a href=\"https:\/\/www.neurologylive.com\/view\/integrating-ai-translational-science-advance-als-care-crystal-yeo\">https:\/\/www.neurologylive.com\/view\/integrating-ai-translational-science-advance-als-care-crystal-yeo<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-01-25 15:06:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.neurologylive.com\">www.neurologylive.com<\/a><\/p>\n<ul>\n<li>\n<p><strong>Integration of AI in Neuromuscular Medicine<\/strong>: Recent advances in artificial intelligence (AI) are increasing applications in neuromuscular disorders, including disease classification, diagnostics, treatment selection, monitoring, and prognostication.<\/p>\n<\/li>\n<li>\n<p><strong>Focus on Clinical Utility<\/strong>: There is a focus on making science useful for patients by integrating biology with compassion and addressing the gap in knowledge, attitudes, and clinical application in neuromuscular medicine.<\/p>\n<\/li>\n<li>\n<p><strong>Plenary Session on Neuromuscular Conditions<\/strong>: At the 2025 AANEM meeting, a plenary session emphasized the physician&#8217;s role in supporting patients with neuromuscular conditions like ALS, discussing AI, stem cell modeling, and genetic technologies.<\/p>\n<\/li>\n<li>\n<p><strong>Transformative Innovations<\/strong>: Speaker Crystal Yeo highlighted the role of AI and stem cell models in improving prognostication, identifying biomarkers, and accelerating drug repurposing in ALS, stressing the need for improved patient stratification and explainable AI models.<\/p>\n<\/li>\n<li>\n<p><strong>Disease Heterogeneity and Research Needs<\/strong>: Yeo emphasized the challenges posed by disease heterogeneity and called for better patient stratification, inclusive research practices, and multidisciplinary collaboration integrating data science and translational research with clinical care.<\/p>\n<\/li>\n<li>\n<p><strong>Impact of AI<\/strong>: Research indicates that AI can differentiate electromyography signals between healthy individuals and those with ALS or myopathy, predict treatment response, and outcomes such as ICU admissions in myasthenia gravis.<\/p>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Integrating AI and Translational Science to Advance ALS Care: Crystal Yeo, MD, PhD | NeurologyLive&#8230;<\/p>\n","protected":false},"author":1,"featured_media":181546,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/cdn.sanity.io\/images\/0vv8moc6\/neurolive\/9b73c1f075be0a9f9bcaa971842e028b2773c832-1920x1080.png","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-181545","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\/181545"}],"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=181545"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/181545\/revisions"}],"predecessor-version":[{"id":181547,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/181545\/revisions\/181547"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/181546"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=181545"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=181545"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=181545"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}