{"id":1157,"date":"2021-04-09T09:45:08","date_gmt":"2021-04-09T09:45:08","guid":{"rendered":"https:\/\/nilg.ai\/?p=1157"},"modified":"2022-09-14T19:48:49","modified_gmt":"2022-09-14T19:48:49","slug":"keyboard-layout-optimization-for-als-patients","status":"publish","type":"post","link":"https:\/\/nilg.ai\/pt\/202104\/keyboard-layout-optimization-for-als-patients\/","title":{"rendered":"Keyboard Layout Optimization for ALS Patients"},"content":{"rendered":"<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-1160\" src=\"https:\/\/nilg.ai\/wp-content\/uploads\/2021\/04\/major-tom-agency-3LB_se5FBLk-unsplash-1024x683.jpg\" alt=\"\" width=\"1024\" height=\"683\" \/><\/p>\n<p><span style=\"font-weight: 400;\">In case you missed it, you may find below our webinar in collaboration with <a href=\"https:\/\/www.dssg.pt\/\" target=\"_blank\" rel=\"noopener\">DSSG.<\/a><\/span><\/p>\n<p>For most of us, typing is the easiest part of transmitting a written message: we type and walk without even looking at the keyboard. I rewrote this abstract 3-4 times &#8211; writing wasn\u2019t the issue, the message was. For ALS patients, there is a whole different story. Each movement may become a major physical challenge, getting in the way of communicating with others.\u2800<\/p>\n<p>In this talk, we discuss how we used Data Science to optimize a keyboard layout to minimize the typing workload of ALS patients. This project was motivated by <a href=\"https:\/\/www.anthonycarbajal.com\/\" target=\"_blank\" rel=\"noopener\">Anthony Carbajal<\/a>, a full-time daily life hacker that aims to find innovative ways to improve his and other ALS-patient lives.<\/p>\n<p><div class=\"responsive-embed widescreen\"><iframe title=\"Leitor de v\u00eddeo do YouTube\" src=\"https:\/\/www.youtube.com\/embed\/Fvi7p1_De7M\" width=\"855\" height=\"481\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\" data-mce-fragment=\"1\"><\/iframe><\/div><\/p>\n<p>Our solution was based on Metaheuristics optimization. We combined Genetic Algorithms and many other algorithms to find the best layout.<\/p>\n<p><div class=\"course-cta\">\n\t\t<div class=\"course-cta-img\"><img decoding=\"async\" width=\"582\" height=\"903\" src=\"https:\/\/nilg.ai\/wp-content\/uploads\/2022\/08\/3-194x301@3x.png\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/nilg.ai\/wp-content\/uploads\/2022\/08\/3-194x301@3x.png 582w, https:\/\/nilg.ai\/wp-content\/uploads\/2022\/08\/3-194x301@3x-193x300.png 193w, https:\/\/nilg.ai\/wp-content\/uploads\/2022\/08\/3-194x301@3x-300x465.png 300w\" sizes=\"(max-width: 582px) 100vw, 582px\" \/><\/div>\n\t\t<div class=\"course-cta-content\"><h6>Curso<\/h6><h3>Metaheuristics: Theory and Applications<\/h3>\n\t\t\t<p>Learn more about Metaheuristics in our course.<\/p>\n\t\t\t<a href=\"https:\/\/nilg.ai\/pt\/?post_type=product&p=2057\" class=\"cta_btn\">Saber mais<\/a>\n\t\t<\/div>\n\t<\/div>.<\/p>\n<p>Also, after the webinar, we co-organized a <a href=\"https:\/\/github.com\/nilg-ai\/dssgsummit2020-challenge\" target=\"_blank\" rel=\"noopener\">competition<\/a> in collaboration with DSSG where we challenged the community to propose and optimize new keyboard variants. You can see the video with the results from the winning team <a href=\"https:\/\/joaopfonseca.github.io\/projects\/dssg-summit-competition\/\" target=\"_blank\" rel=\"noopener\">here<\/a>.<\/p>\n<p><div class=\"responsive-embed widescreen\"><iframe title=\"Leitor de v\u00eddeo do YouTube\" src=\"https:\/\/www.youtube.com\/embed\/DQk3Op_U6w8\" width=\"855\" height=\"534\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\" data-mce-fragment=\"1\"><\/iframe><\/div><\/p>\n<p><em>Photo by <a href=\"https:\/\/unsplash.com\/@majortomagency?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText\" target=\"_blank\" rel=\"noopener\">Major Tom Agency<\/a> on <a href=\"https:\/\/unsplash.com\/?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText\" target=\"_blank\" rel=\"noopener\">Unsplash<\/a><\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>In case you missed it, you may find below our webinar in collaboration with DSSG. For most of us, typing is the easiest part of transmitting a written message: we type and walk without even looking at the keyboard. I rewrote this abstract 3-4 times &#8211; writing wasn\u2019t the issue, the message was. For ALS [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1160,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[79],"tags":[51,91,77],"class_list":["post-1157","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-webinar","tag-healthcare","tag-metaheuristics","tag-social-good"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Keyboard Layout Optimization for ALS Patients - NILG.AI<\/title>\n<meta name=\"description\" content=\"A webinar on how AI can improve live conditions for ALS patients. We explore the optimization of a keyboard layout for reducing workload.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/nilg.ai\/pt\/202104\/keyboard-layout-optimization-for-als-patients\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Keyboard Layout Optimization for ALS Patients - NILG.AI\" \/>\n<meta property=\"og:description\" content=\"A webinar on how AI can improve live conditions for ALS patients. 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