{"id":328,"date":"2024-11-05T15:52:01","date_gmt":"2024-11-05T15:52:01","guid":{"rendered":"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/?page_id=328"},"modified":"2024-11-05T16:07:39","modified_gmt":"2024-11-05T16:07:39","slug":"cases","status":"publish","type":"page","link":"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/ai-shaping-healthcare\/cases\/","title":{"rendered":"AI meets Entrepreneurs: Hackathon Cases for AI Medicine &#038; Healthcare"},"content":{"rendered":"\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" src=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2023\/01\/ai-g50c7cda2a_1920-1024x574.jpg\" alt=\"\" class=\"wp-image-123\" srcset=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2023\/01\/ai-g50c7cda2a_1920-1024x574.jpg 1024w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2023\/01\/ai-g50c7cda2a_1920-300x168.jpg 300w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2023\/01\/ai-g50c7cda2a_1920-768x430.jpg 768w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2023\/01\/ai-g50c7cda2a_1920-1536x861.jpg 1536w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2023\/01\/ai-g50c7cda2a_1920.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>This edition of our event aims to unlock the <strong>potential of Start-Ups utilizing AI to revolutionize medical healthcare<\/strong>. But what is healthcare innovation exactly? It involves the integration of AI technologies to improve patient outcomes, enhance diagnostic accuracy, streamline healthcare delivery, and personalize treatment plans, ultimately ensuring better health and quality of life for all.<\/p>\n\n\n\n<p>Our Keynote speakers are AI Researchers, Entrepreneurs, and Start-up Founders. While Friday offers insights through Keynotes and Discussions, Saturday challenges participants to develop their own ideas<strong> leveraging AI to improve healthcare diagnostics, treatment, management, and patient care<\/strong>. At the end of the day, the groups will pitch their Start-Up ideas to our highly qualified jury from industry and academia.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"418\" src=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/11\/AImE_2024_Healthcare_Cases-1024x418.png\" alt=\"\" class=\"wp-image-330\" srcset=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/11\/AImE_2024_Healthcare_Cases-1024x418.png 1024w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/11\/AImE_2024_Healthcare_Cases-300x122.png 300w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/11\/AImE_2024_Healthcare_Cases-768x313.png 768w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/11\/AImE_2024_Healthcare_Cases-1536x626.png 1536w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/11\/AImE_2024_Healthcare_Cases-2048x835.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Evaluation Criteria for the final Pitches<\/strong>:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Vision:&nbsp;<\/strong>Your mission or vision, the hook<\/li>\n\n\n\n<li><strong>Problem:<\/strong>&nbsp;The problem you\u2019re solving, why is it important, what\u2019s the need<\/li>\n\n\n\n<li><strong>What you do:&nbsp;<\/strong>What is your solution<\/li>\n\n\n\n<li><strong>Opportunity:<\/strong>&nbsp;The market size of the opportunity<\/li>\n\n\n\n<li><strong>Money:&nbsp;<\/strong>Business model, how do you plan to make money<\/li>\n\n\n\n<li><strong>Team:&nbsp;<\/strong>Evidence that your team can execute<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong><strong>Case 1: Reducing Documentation Overload<\/strong><\/strong><\/h4>\n\n\n\n<p><strong>Problem: <\/strong>Doctors spend a significant portion of their time on administrative tasks, especially documenting patient interactions, which reduces the time they can dedicate to actual patient care. This documentation process is often slow, repetitive, and prone to errors, creating inefficiencies in healthcare delivery.<br><br><strong>Challenge: <\/strong>How can AI be used to streamline or automate the documentation process, making it more efficient while maintaining accuracy and ensuring patient confidentiality? Explore how AI might tackle the complexities of medical language, varied documentation formats, and the need for real-time data capture.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong><strong>Case 2: Optimizing Patient Triage in Hospitals<\/strong><\/strong><\/h4>\n\n\n\n<p><strong>Problem: <\/strong>Hospitals frequently deal with overcrowding and long wait times, as many patients seek medical attention for non-urgent conditions. This not only stretches hospital resources thin but also delays care for patients with more serious conditions.<\/p>\n\n\n\n<p><strong>Challenge:<\/strong> How can AI assist in the early identification and triage of patients&#8217; symptoms to better guide them toward the appropriate level of care? Consider the potential for AI to assess urgency while maintaining patient trust and minimizing the risk of misdiagnosis.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong><strong>Additional Open Case Ideas<\/strong><\/strong>:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Personalized medicine<\/strong>: Generating dynamic personalized treatment plans<\/li>\n\n\n\n<li><strong>Healthcare access<\/strong>: Particularly for remote or underserved areas<\/li>\n\n\n\n<li><strong>Early detection and diagnosis: <\/strong>ML approaches to imaging and interpreting data from ubiquitous technologies like smartwatches<\/li>\n\n\n\n<li><strong>Drug discovery:<\/strong> Identifying patterns to predict interactions and biological treatments<\/li>\n\n\n\n<li><strong>Mental health care:<\/strong> Virtual agents can provide therapy and companionship and monitor symptoms<\/li>\n\n\n\n<li>Your Own Idea!<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Organizers:<br><\/strong>LMU Media Informatics Group (<a rel=\"noreferrer noopener\" href=\"https:\/\/uni.ubicomp.net\/as\/\" target=\"_blank\">Prof. Albrecht Schmidt<\/a>, <a rel=\"noreferrer noopener\" href=\"https:\/\/www.en.um.informatik.uni-muenchen.de\/people\/employees\/rasch\/index.html\" target=\"_blank\">Julian Rasch<\/a>)<br>Munich Center for Machine Learning (<a rel=\"noreferrer noopener\" href=\"https:\/\/www.linkedin.com\/in\/thomas-meier-340721203\" target=\"_blank\">Dr. Thomas Meier<\/a>, <a rel=\"noreferrer noopener\" href=\"https:\/\/www.medien.ifi.lmu.de\/team\/luke.haliburton\/\" target=\"_blank\">Dr. Luke Haliburton<\/a>)<br>impACTup! (<a rel=\"noreferrer noopener\" href=\"https:\/\/www.som.lmu.de\/ilo\/en\/institute\/contact-page\/christina-hagl-55e21e89.html\" target=\"_blank\">Dr. Christina Hufeld<\/a>, <a rel=\"noreferrer noopener\" href=\"https:\/\/www.iec.uni-muenchen.de\/about\/our-team\/dominik-domnik\/index.html\" target=\"_blank\">Dr. Dominik Domnik<\/a>)<br>Contact: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.en.um.informatik.uni-muenchen.de\/people\/employees\/rasch\/index.html\" target=\"_blank\">Julian Rasch<\/a><\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-not-stacked-on-mobile is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"205\" src=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/09\/LMU-Media-Informatics-Group-Green-Kopie-2-1024x205.png\" alt=\"\" class=\"wp-image-277\" srcset=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/09\/LMU-Media-Informatics-Group-Green-Kopie-2-1024x205.png 1024w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/09\/LMU-Media-Informatics-Group-Green-Kopie-2-300x60.png 300w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/09\/LMU-Media-Informatics-Group-Green-Kopie-2-768x154.png 768w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/09\/LMU-Media-Informatics-Group-Green-Kopie-2.png 1182w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"410\" src=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2023\/05\/MCML_Logo-1024x410.png\" alt=\"\" class=\"wp-image-155\" srcset=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2023\/05\/MCML_Logo-1024x410.png 1024w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2023\/05\/MCML_Logo-300x120.png 300w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2023\/05\/MCML_Logo-768x307.png 768w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2023\/05\/MCML_Logo-1536x614.png 1536w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2023\/05\/MCML_Logo.png 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/www.iec.uni-muenchen.de\/index.html\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"329\" height=\"153\" src=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2022\/12\/IEC-Logo.png\" alt=\"\" class=\"wp-image-77\" srcset=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2022\/12\/IEC-Logo.png 329w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2022\/12\/IEC-Logo-300x140.png 300w\" sizes=\"auto, (max-width: 329px) 100vw, 329px\" \/><\/a><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-center is-not-stacked-on-mobile is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.munich-ecosystem.de\/ai-munich\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"343\" src=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/10\/AIM_Logo_Colors@2000x-1024x343.png\" alt=\"\" class=\"wp-image-282\" srcset=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/10\/AIM_Logo_Colors@2000x-1024x343.png 1024w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/10\/AIM_Logo_Colors@2000x-300x101.png 300w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/10\/AIM_Logo_Colors@2000x-768x257.png 768w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/10\/AIM_Logo_Colors@2000x-1536x515.png 1536w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/10\/AIM_Logo_Colors@2000x.png 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"455\" src=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2022\/12\/impACTup_Keyvisual_zweizeilig-1024x455.png\" alt=\"\" class=\"wp-image-78\" srcset=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2022\/12\/impACTup_Keyvisual_zweizeilig-1024x455.png 1024w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2022\/12\/impACTup_Keyvisual_zweizeilig-300x133.png 300w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2022\/12\/impACTup_Keyvisual_zweizeilig-768x341.png 768w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2022\/12\/impACTup_Keyvisual_zweizeilig-1536x682.png 1536w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2022\/12\/impACTup_Keyvisual_zweizeilig.png 1766w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"413\" src=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/08\/image003.jpg\" alt=\"\" class=\"wp-image-256\" srcset=\"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/08\/image003.jpg 1000w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/08\/image003-300x124.jpg 300w, https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-content\/uploads\/sites\/3\/2024\/08\/image003-768x317.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>This edition of our event aims to unlock the potential of Start-Ups utilizing AI to revolutionize medical healthcare. But what is healthcare innovation exactly? It involves the integration of AI technologies to improve patient outcomes, enhance diagnostic accuracy, streamline healthcare delivery, and personalize treatment plans, ultimately ensuring better health and quality of life for all. [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":0,"parent":245,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-328","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-json\/wp\/v2\/pages\/328","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-json\/wp\/v2\/comments?post=328"}],"version-history":[{"count":6,"href":"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-json\/wp\/v2\/pages\/328\/revisions"}],"predecessor-version":[{"id":335,"href":"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-json\/wp\/v2\/pages\/328\/revisions\/335"}],"up":[{"embeddable":true,"href":"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-json\/wp\/v2\/pages\/245"}],"wp:attachment":[{"href":"https:\/\/www.hcilab.org\/ai-meets-entrepreneurs\/wp-json\/wp\/v2\/media?parent=328"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}