{"id":46404,"date":"2025-06-23T09:30:00","date_gmt":"2025-06-23T07:30:00","guid":{"rendered":"https:\/\/ritme.com\/hipposcreen-sante-mentale\/"},"modified":"2025-06-23T10:44:54","modified_gmt":"2025-06-23T08:44:54","slug":"hipposcreen-mental-health","status":"publish","type":"post","link":"https:\/\/ritme.com\/en\/hipposcreen-mental-health\/","title":{"rendered":"HippoScreen accelerates depression diagnosis with AI and Intel tools"},"content":{"rendered":"\n<p><strong>Diagnosing mental health disorders such as depression remains a major clinical challenge, often hindered by subjective methods and long wait times. To address this, Taiwanese company HippoScreen has developed the SEA system (Stress EEG Assessment), a medical solution combining electroencephalography with artificial intelligence. Powered by Intel\u00ae processors and enhanced by the Intel\u00ae AI Analytics Toolkit and Intel\u00ae oneAPI Base Toolkit, the system enables objective cognitive assessments in under two minutes.<\/strong><\/p>\n\n\n\n<div class=\"wp-block-getwid-advanced-spacer\" style=\"height:15px\" aria-hidden=\"true\"><\/div>\n\n\n\n<p>The SEA system analyzes brain signals (EEG) using a specialized AI algorithm. By processing 90 seconds of brainwave data, it generates a numerical index representing the likelihood of depression. This approach offers a reliable and reproducible alternative to traditional self-assessments, supporting more consistent and data-driven clinical evaluations.<\/p>\n\n\n\n<p>To support this innovation, HippoScreen integrated advanced models such as SCCNet, EEGNet, and Shallow ConvNet, optimized through Intel\u2019s AI ecosystem. By leveraging the <strong><a href=\"https:\/\/ritme.com\/en\/software\/intel-oneapi\/\"><mark style=\"padding:0px;background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-ritme-blue-color\">Intel oneAPI Base Toolkit<\/mark><\/a><\/strong>, Intel AI Analytics Toolkit, and Intel extensions for PyTorch and scikit-learn, HippoScreen accelerated model build time by 2.4x. Additionally, Intel\u00ae VTune\u2122 Profiler enabled efficient CPU resource management, helping ensure robust, scalable, and seamless operation in real-world clinical environments.<\/p>\n\n\n\n<div class=\"wp-block-getwid-advanced-spacer\" style=\"height:30px\" aria-hidden=\"true\"><\/div>\n\n\n<div class=\"wp-block-image is-style-rounded\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/customer-spotlight\/stories\/hipposcreen-advances-mental-health-diagnosis.html \" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"605\" height=\"319\" src=\"https:\/\/ritme.com\/wp-content\/uploads\/2025\/06\/Image-article.png\" alt=\"\" class=\"wp-image-46316\" srcset=\"https:\/\/ritme.com\/wp-content\/uploads\/2025\/06\/Image-article.png 605w, https:\/\/ritme.com\/wp-content\/uploads\/2025\/06\/Image-article-500x264.png 500w\" sizes=\"auto, (max-width: 605px) 100vw, 605px\" \/><\/a><\/figure>\n<\/div>\n\n\n<div class=\"wp-block-getwid-advanced-spacer\" style=\"height:50px\" aria-hidden=\"true\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:1.8rem\"><strong>AI Tools Tailored to Clinical Needs<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-advanced-spacer\" style=\"height:15px\" aria-hidden=\"true\"><\/div>\n\n\n\n<p>To meet the demanding requirements of real-world medical settings, HippoScreen relied on Intel\u2019s comprehensive suite of hardware and software optimizations to enhance the speed, precision, and reliability of AI-powered neurological diagnostics.<\/p>\n\n\n\n<p>With Intel solutions, HippoScreen achieved:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A 2.4x acceleration in AI model generation,<\/li>\n\n\n\n<li>Faster analysis with improved diagnostic accuracy,<\/li>\n\n\n\n<li>Reliable and automated integration into structured clinical workflows.<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-getwid-advanced-spacer\" style=\"height:15px\" aria-hidden=\"true\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:1.8rem\"><strong>A Technological Step Forward for Mental Health<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-advanced-spacer\" style=\"height:15px\" aria-hidden=\"true\"><\/div>\n\n\n\n<p>Combining Intel technologies with HippoScreen\u2019s algorithmic expertise paves the way for early and accurate detection of depression and other cognitive disorders. Already clinically validated in Taiwan, the SEA system is now deployed across several hospitals to support mental health diagnosis and ease the workload on healthcare professionalsBeyond clinical applications, these advancements also hold significant promise in cognitive research and education, providing deeper insights into mental states through brainwave data. A tangible example of AI at the service of public health.<\/p>\n\n\n\n<div class=\"wp-block-getwid-advanced-spacer\" style=\"height:20px\" aria-hidden=\"true\"><\/div>\n\n\n\n<p>Read the full article, <a href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/customer-spotlight\/stories\/hipposcreen-advances-mental-health-diagnosis.html\" target=\"_blank\" rel=\"noreferrer noopener\"><mark style=\"padding:0px;background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-ritme-blue-color\"><u>here<\/u><\/mark><\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>To address the diagnosis of mental disorders, the company HippoScreen has developed a medical solution combining electroencephalography and AI. Thanks to Intel, it enables a rapid and objective assessment of patients&#8217; cognitive state.<\/p>\n","protected":false},"author":3370,"featured_media":46418,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_uag_custom_page_level_css":"","footnotes":""},"categories":[159],"tags":[],"class_list":["post-46404","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-solutions-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>HippoScreen accelerates depression diagnosis with Intel oneAPI<\/title>\n<meta name=\"description\" content=\"Thanks to Intel oneAPI and AI, HippoScreen offers an innovative clinical solution to improve the diagnosis of mental disorders.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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