{"id":10140,"date":"2025-04-10T07:36:13","date_gmt":"2025-04-10T05:36:13","guid":{"rendered":"https:\/\/sites.hslu.ch\/applied-data-science\/?p=10140"},"modified":"2025-04-24T08:00:45","modified_gmt":"2025-04-24T06:00:45","slug":"sugar-sweet-technologies-how-ai-transforms-glucose-monitoring","status":"publish","type":"post","link":"https:\/\/sites.hslu.ch\/applied-data-science\/sugar-sweet-technologies-how-ai-transforms-glucose-monitoring\/","title":{"rendered":"Painless Glucose Monitoring: How AI transforms Diabetes Care"},"content":{"rendered":"\n<p class=\"has-small-font-size\">Shortcuts:<br><a href=\"https:\/\/sites.hslu.ch\/applied-data-science\/wp-admin\/post.php?post=7836&amp;action=edit#info-events\">Info-Events<\/a>&nbsp;|&nbsp;<a href=\"https:\/\/sites.hslu.ch\/applied-data-science\/wp-admin\/post.php?post=7718&amp;action=edit#tab-programme-information\">Programme-Information<\/a>&nbsp;|&nbsp;<a href=\"https:\/\/sites.hslu.ch\/applied-data-science\/wp-admin\/post.php?post=7718&amp;action=edit#tab-contact\">Contact<\/a>&nbsp;|&nbsp;<a href=\"https:\/\/sites.hslu.ch\/applied-data-science\/wp-admin\/post.php?post=7718&amp;action=edit#tab-professional-data-science-portraits\">Professional Data Science Portraits<\/a><\/p>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\" style=\"grid-template-columns:26% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/afcf8f7a-2a62-420e-8640-1786354ec28b-1-1024x1024.jpg\" alt=\"Yasmine Mohamed, graduate of the MSc in Applied Information and Data Science at the Lucerne University of Applied Sciences and Arts\" class=\"wp-image-10144 size-full\" srcset=\"https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/afcf8f7a-2a62-420e-8640-1786354ec28b-1-1024x1024.jpg 1024w, https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/afcf8f7a-2a62-420e-8640-1786354ec28b-1-300x300.jpg 300w, https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/afcf8f7a-2a62-420e-8640-1786354ec28b-1-150x150.jpg 150w, https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/afcf8f7a-2a62-420e-8640-1786354ec28b-1-768x768.jpg 768w, https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/afcf8f7a-2a62-420e-8640-1786354ec28b-1-1536x1536.jpg 1536w, https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/afcf8f7a-2a62-420e-8640-1786354ec28b-1-2048x2048.jpg 2048w, https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/afcf8f7a-2a62-420e-8640-1786354ec28b-1-400x400.jpg 400w, https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/afcf8f7a-2a62-420e-8640-1786354ec28b-1-600x600.jpg 600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p style=\"font-size:15px\"><\/p>\n\n\n\n<p><a href=\"https:\/\/www.linkedin.com\/in\/yasmine-mohamed-97a986249\/\" target=\"_blank\" rel=\"noreferrer noopener\">Yasmine Mohamed<\/a>, graduate of the <a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/\" target=\"_blank\" rel=\"noreferrer noopener\">MSc in Applied Information and Data Science<\/a> at the Lucerne University of Applied Sciences and Arts.<\/p>\n\n\n\n<p id=\"paper-publication-and-poster\" style=\"font-size:15px\"><br><\/p>\n\n\n\n<p class=\"has-small-font-size\"><br><\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"revolutionizing-health-ai-powered-glucose-monitoring-without-the-pric\"><strong>Revolutionizing Health: AI-Powered Glucose Monitoring Without the Pric<\/strong><\/h2>\n\n\n\n<p>Yasmine\u2019s project aims to predict hypoglycemia \u2013 a condition that can be dangerous during sleep \u2013 by using data from commercially available wearable devices, a continuous glucose monitor (CGM), and diary notes and by training machine learning models with the data.<\/p>\n\n\n\n<p>Artificial Intelligence (AI) helps her to rethink health monitoring. Around half a million people in Switzerland have diabetes, requiring regular blood sugar measurements through blood samples or body-attached devices. But could smartwatches or similar devices soon be programmed to warn them about hypoglycemia?<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"516\" src=\"https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/image-2-1024x516.png\" alt=\"Data Sources and Data Collection for blood sugar measurements\" class=\"wp-image-10145\" srcset=\"https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/image-2-1024x516.png 1024w, https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/image-2-300x151.png 300w, https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/image-2-768x387.png 768w, https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/image-2-1536x773.png 1536w, https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/image-2-600x302.png 600w, https:\/\/sites.hslu.ch\/applied-data-science\/wp-content\/uploads\/sites\/4\/2025\/03\/image-2.png 1595w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>The algorithms developed in Yasmine\u2019s Master\u2019s thesis aim to provide non-invasive alerts for hypoglycemia. When integrated into smartwatches, these algorithms could offer people with diabetes a valuable new tool to manage their health.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Click <a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/research-projects\/research-project-yasmine-mohamed\/\" target=\"_blank\" rel=\"noreferrer noopener\">here<\/a> to check out Yasmine\u2019s project!<\/p>\n\n\n\n<p>We would like to thank&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/yasmine-mohamed-97a986249\/\" target=\"_blank\" rel=\"noreferrer noopener\">Yasmine Mohamed<\/a>&nbsp;for sharing her fascinating project! <\/p>\n\n\n\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-background\" href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/\" target=\"_blank\" rel=\"noopener noreferrer\">Get the details for the Master&#8217;s programme &#8220;MSc in Applied Information and Data Science&#8221;<\/a><\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"health-science-x-data-science-series\"><strong>Health Science x Data Science Series<\/strong><\/h2>\n\n\n\n<p>This article is part of our \u201cHealth Science x Data Science\u201d series, where we explore how data-driven innovation is transforming healthcare.<\/p>\n\n\n\n<p>Learn more about the initiative on our project page: <a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/student-projects\/data-science-health\/\" target=\"_blank\" rel=\"noreferrer noopener\">Health Science x Data Science<\/a><\/p>\n\n\n\n<p>Check out the other articles in the series:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>#1 <a href=\"https:\/\/sites.hslu.ch\/applied-data-science\/sugar-sweet-technologies-how-ai-transforms-glucose-monitoring\/\" target=\"_blank\" rel=\"noreferrer noopener\">Painless Glucose Monitoring: How AI transforms Diabetes Care<\/a> (this article)<\/li>\n\n\n\n<li>#2 <a href=\"https:\/\/sites.hslu.ch\/applied-data-science\/smart-reha-entering-a-new-era-of-stroke-recovery-with-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Smart Reha: Entering a New Era of Stroke Recovery with AI<\/a><\/li>\n\n\n\n<li>#3 <a href=\"https:\/\/sites.hslu.ch\/applied-data-science\/digital-companion-ai-is-redefining-how-we-approach-social-support\/\" target=\"_blank\" rel=\"noreferrer noopener\">Digital Companion: AI is redefining how we approach social support<\/a><\/li>\n<\/ul>\n\n\n\n<p>Stay tuned for more insights at the intersection of health and AI-powered data science!<\/p>\n\n\n\n<div class=\"ghostkit-divider ghostkit-divider-type-solid ghostkit-custom-ZmqgNO\"><\/div>\n\n\n\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-background\" href=\"https:\/\/hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/information-events\/\" target=\"_blank\" rel=\"noopener noreferrer\">Join us on our information events to get all the details about our Master&#8217;s programme<\/a><\/div>\n<p>&nbsp;<\/p>\n\n\n\n<p id=\"info-events\"><br><strong>Start your career with the MSc in Applied Information and Data Science now! <br>Register and join us for a free online Info-Event:<\/strong><\/p>\n\n\n\n<p id=\"info-events\"><a href=\"https:\/\/www.hslu.ch\/de-ch\/wirtschaft\/agenda\/veranstaltungen\/2026\/04\/27\/mscids-260427\/\" id=\"https:\/\/www.hslu.ch\/de-ch\/wirtschaft\/agenda\/veranstaltungen\/2026\/04\/27\/mscids-260427\/\">Monday, 27 April 2026 (Online, German)<\/a><br><a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/calendar\/events\/2026\/05\/11\/mscids\/\" target=\"_blank\" rel=\"noreferrer noopener\">Monday, 11 May 2026 (Online, English)<\/a><br><a href=\"https:\/\/www.hslu.ch\/de-ch\/wirtschaft\/agenda\/veranstaltungen\/2026\/05\/26\/mscids-260526\/\" id=\"https:\/\/www.hslu.ch\/de-ch\/wirtschaft\/agenda\/veranstaltungen\/2026\/05\/26\/mscids-260526\/\">Monday, 26 May 2026 (Online, German)<\/a><br><a href=\"https:\/\/www.hslu.ch\/de-ch\/wirtschaft\/agenda\/veranstaltungen\/2026\/06\/08\/mscids-260608\/\" target=\"_blank\" rel=\"noreferrer noopener\">Monday, 8 June 2026 (Online, German)<\/a><br><a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/calendar\/events\/2026\/08\/10\/mscids-20260810\/\" id=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/calendar\/events\/2026\/08\/10\/mscids-20260810\/\">Monday, 10 August 2026 (Online, English)<\/a><\/p>\n\n\n\n<p id=\"info-events\"><\/p>\n\n\n    <div id=\"tabs-block_d1fd623f0f47572c2aa40caa242b8784\" class=\"wk-tabs\" data-tab-component>\n        <div class=\"wk-tabs__tablist\" role=\"tablist\" aria-label=\"Tabbed content\">\n                            <button class=\"wk-tabs__tab-button\" role=\"tab\" aria-selected=\"true\" aria-controls=\"tab-programme-information-content\" id=\"tab-programme-information\">\n                    Programme information                <\/button>\n                            <button class=\"wk-tabs__tab-button\" role=\"tab\" aria-selected=\"false\" aria-controls=\"tab-contact-content\" id=\"tab-contact\">\n                    Contact                <\/button>\n                            <button class=\"wk-tabs__tab-button\" role=\"tab\" aria-selected=\"false\" aria-controls=\"tab-professional-data-science-portraits-content\" id=\"tab-professional-data-science-portraits\">\n                    Professional Data Science Portraits                <\/button>\n                    <\/div>\n                    <section class=\"wk-tabs__tab-panel\" id=\"tab-programme-information-content\" role=\"tabpanel\" aria-labelledby=\"tab-programme-information\" tabindex=\"0\" aria-hidden=\"false\">\n                <p><strong>Programme Info<\/strong>: <a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/\">MSc in Applied Information and Data Science<\/a><br \/>\n<strong>More Field Reports &amp; Experiences<\/strong>: <a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/\">Professional portraits &amp; study insights<\/a><br \/>\n<strong>Frequently Asked Questions<\/strong>: <a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/haeufig-gestellte-fragen\/\">FAQ<\/a><\/p>\n            <\/section>\n                    <section class=\"wk-tabs__tab-panel\" id=\"tab-contact-content\" role=\"tabpanel\" aria-labelledby=\"tab-contact\" tabindex=\"0\" aria-hidden=\"true\">\n                <p><strong>Contact<\/strong><br \/>\nContact us if you have any questions about the degree programme or for individual advice:<br \/>\nTel.: <a href=\"tel:+41412284253\">+41 41 228 41 30<\/a> \/ E-mail:\u00a0<a href=\"mailto:master.ids@hslu.ch\">master.ids@hslu.ch<\/a><\/p>\n            <\/section>\n                    <section class=\"wk-tabs__tab-panel\" id=\"tab-professional-data-science-portraits-content\" role=\"tabpanel\" aria-labelledby=\"tab-professional-data-science-portraits\" tabindex=\"0\" aria-hidden=\"true\">\n                <p><strong>Data Science Professional Portraits<\/strong><br \/>\nShortcuts:<br \/>\n<a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/professional-portrait-decision-scientist\/\">Decision Scientist\u00a0<\/a>&#8211;\u00a0<a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/professional-portrait-manager-internal-audit-data-analytics-leader\/\">Internal Audit Manager\/Data Analytics Leader\u00a0<\/a>&#8211;\u00a0<a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/professional-portrait-data-engineer-data-scientist\/\">Data Engineer\/Data Scientist\u00a0<\/a>&#8211;\u00a0<a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/professional-portrait-analyst-credit-management-office\/\">Analyst\/Credit Management Office\u00a0<\/a>&#8211;\u00a0<a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/professional-portrait-data-analyst\/\">Data Analyst\u00a0<\/a>&#8211;\u00a0<a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/professional-portrait-senior-consultant\/\">Senior Consultant\u00a0<\/a>&#8211;\u00a0<a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/professional-portrait-specialist-in-data-analytics\/\">Specialist Data Analytics<\/a>\u00a0&#8211;\u00a0<a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/professional-portrait-controlling-professional-and-data-science-specialist\/\">Controlling Professional and Data Science Specialist\u00a0<\/a>&#8211;\u00a0<a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/professional-portrait-data-science-consultant\/\">Data Science Consultant\u00a0<\/a>&#8211;\u00a0<a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/professional-portrait-chief-digital-officer-cdo\/\">Chief Digital Officer\u00a0<\/a>&#8211;\u00a0<a href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/professional-portrait-research-associate\/\">Research Associate<\/a>\u00a0&#8211;\u00a0<a href=\"https:\/\/www.hslu.ch\/de-ch\/wirtschaft\/studium\/master\/applied-information-and-data-science\/erfahrungsberichte\/berufsbild-digital-solutions-engineer\/\" target=\"_self\">Digital Solutions Engineer<\/a>\u00a0&#8211;\u00a0<a href=\"https:\/\/www.hslu.ch\/de-ch\/wirtschaft\/studium\/master\/applied-information-and-data-science\/erfahrungsberichte\/berufsbild-chief-revenue-officer-cro\/\" target=\"_self\">Chief Revenue Officer<\/a>\u00a0&#8211;\u00a0<a href=\"https:\/\/www.hslu.ch\/de-ch\/wirtschaft\/studium\/master\/applied-information-and-data-science\/erfahrungsberichte\/berufsbild-malatec\/\" target=\"_self\">Malatec<\/a><\/p>\n            <\/section>\n            <\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data Science takes us closer to painless health monitoring. Could we do blood glucose testing without pricking our skin, using artificial intelligence instead? Yasmine Mohamed thinks so. During her MSc in Applied Information and Data Science at Lucerne University of Applied Sciences and Arts, she trained machine learning models to monitor glucose levels. <\/p>\n","protected":false},"author":184,"featured_media":10146,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"ghostkit_customizer_options":"","ghostkit_custom_css":"","ghostkit_custom_js_head":"","ghostkit_custom_js_foot":"","ghostkit_typography":"","footnotes":""},"categories":[207],"tags":[48,130,208,106],"class_list":["post-10140","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-health-science-x-data-science","tag-applied-information-data-science","tag-data-science","tag-health-science","tag-hslu"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Painless Glucose Monitoring: How AI transforms Diabetes Care - Applied Data Science<\/title>\n<meta name=\"description\" content=\"Diabetes testing without a needle: HSLU Master&#039;s graduate and data scientist Yasmine Mohamed on the results of her Master&#039;s thesis.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.hslu.ch\/en\/lucerne-school-of-business\/degree-programmes\/master\/applied-information-and-data-science\/student-experiences\/research-project-yasmine-mohamed\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Painless Glucose Monitoring: How AI transforms Diabetes Care - Applied Data Science\" \/>\n<meta property=\"og:description\" content=\"Diabetes testing without a needle: HSLU Master&#039;s graduate and data scientist Yasmine Mohamed on the results of her Master&#039;s thesis.\" \/>\n<meta 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