{"id":7383,"date":"2025-01-07T15:11:06","date_gmt":"2025-01-07T21:11:06","guid":{"rendered":"https:\/\/uwm.edu\/publichealth\/?post_type=tribe_events&p=7383"},"modified":"2026-02-26T12:19:26","modified_gmt":"2026-02-26T18:19:26","slug":"zilber-college-of-public-health-weekly-seminar-jake-luo-associate-professor-health-care-informatics","status":"publish","type":"tribe_events","link":"https:\/\/uwm.edu\/publichealth\/event\/zilber-college-of-public-health-weekly-seminar-jake-luo-associate-professor-health-care-informatics\/","title":{"rendered":"Zilber College of Public Health Weekly Seminar – Interpretable Fall Risk Prediction Using Explainable AI and Large Language Models, Jake Luo, Associate Professor – Health Care Informatics"},"content":{"rendered":"

Interpretable Fall Risk Prediction Using Explainable AI and Large Language Models<\/span><\/p>\n

Presented by Jake Luo, PhD
\nAssociate Professor, Health Care Informatics
\nZilber College of Public Health<\/p>\n

This presentation introduces an innovative approach to fall risk prediction, combining state-of-the-art machine learning with explainable AI and natural language generation. The system utilizes electronic health records to predict fall risk, employs SHAP values for interpretability, and leverages large language models to generate clear, actionable explanations. The research demonstrates improved accuracy and transparency in fall risk assessment, empowering healthcare providers with actionable insights for more effective prevention strategies.<\/span><\/p>\n

Join us in a forum to hear the latest in the research and practice of public health to support a just, equitable, healthy future for people, communities, and the environment in Milwaukee, the state of Wisconsin, and beyond.<\/p>\n

The seminar can also be attended virtually on Teams.<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Join us in a forum to hear the latest in the research and practice of public health to support a just, equitable, healthy future for people, communities, and the environment in Milwaukee, the state of Wisconsin, and beyond.\u00a0<\/p>\n","protected":false},"author":140,"featured_media":8851,"template":"","meta":{"_acf_changed":false,"_tribe_events_status":"","_tribe_events_status_reason":"","_tribe_events_is_hybrid":"","_tribe_events_is_virtual":"","_tribe_events_virtual_video_source":"","_tribe_events_virtual_embed_video":"","_tribe_events_virtual_linked_button_text":"","_tribe_events_virtual_linked_button":"","_tribe_events_virtual_show_embed_at":"","_tribe_events_virtual_show_embed_to":[],"_tribe_events_virtual_show_on_event":"","_tribe_events_virtual_show_on_views":"","_tribe_events_virtual_url":"","footnotes":"","uwm_wg_additional_authors":[]},"tags":[],"tribe_events_cat":[30,27,111,34,28,35,26,24,144],"class_list":["post-7383","tribe_events","type-tribe_events","status-publish","has-post-thumbnail","hentry","tribe_events_cat-alumni-and-community","tribe_events_cat-faculty-and-staff","tribe_events_cat-health-well-being","tribe_events_cat-lectures-conferences-and-symposiums","tribe_events_cat-public","tribe_events_cat-student-life","tribe_events_cat-students","tribe_events_cat-uwm-campus-events","tribe_events_cat-zilber-college-of-public-health-seminar-series","cat_alumni-and-community","cat_faculty-and-staff","cat_health-well-being","cat_lectures-conferences-and-symposiums","cat_public","cat_student-life","cat_students","cat_uwm-campus-events","cat_zilber-college-of-public-health-seminar-series"],"yoast_head":"\nZilber College of Public Health<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/uwm.edu\/publichealth\/event\/zilber-college-of-public-health-weekly-seminar-jake-luo-associate-professor-health-care-informatics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Zilber College of Public Health Weekly Seminar - 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