{"id":237561,"date":"2026-04-30T14:22:00","date_gmt":"2026-04-30T18:22:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/04\/30\/leveraging-artificial-intelligence-to-prevent-homelessness-in-los-angeles-county\/"},"modified":"2026-04-30T15:31:02","modified_gmt":"2026-04-30T19:31:02","slug":"leveraging-artificial-intelligence-to-prevent-homelessness-in-los-angeles-county","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/04\/30\/leveraging-artificial-intelligence-to-prevent-homelessness-in-los-angeles-county\/","title":{"rendered":"Leveraging Artificial Intelligence to Prevent Homelessness in Los Angeles County"},"content":{"rendered":"<p><a href=\"https:\/\/essentialhospitals.org\/leveraging-artificial-intelligence-to-prevent-homelessness-in-los-angeles-county\/\">Leveraging Artificial Intelligence to Prevent Homelessness in Los Angeles County<\/a><\/p>\n<p><a href=\"https:\/\/essentialhospitals.org\/leveraging-artificial-intelligence-to-prevent-homelessness-in-los-angeles-county\/\">https:\/\/essentialhospitals.org\/leveraging-artificial-intelligence-to-prevent-homelessness-in-los-angeles-county\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-04-30 14:22:00<\/a><\/p>\n<p>Source Domain: <a href=\"essentialhospitals.org\">essentialhospitals.org<\/a><\/p>\n<p>Homelessness and health are deeply intertwined, each shaping and reinforcing the other. Poor health can push individuals into housing instability, while homelessness introduces new challenges and worsens existing conditions. The result is a cycle that not only affects individuals\u2019 well-being but also places growing strain on the health care system. For hospitals, this cycle translates into higher utilization, more complex care needs, and an urgent need to prevent homelessness before it occurs.<\/p>\n<p>The Los Angeles County Department of Health Services, an association member, leverages artificial intelligence to respond to that need through the Los Angeles County Homeless Prevention Unit (HPU). In 2017, the University of California, Los Angeles\u2019 California Policy Lab (UCLA CPL) studied whether data on an individual\u2019s interactions with county institutions and programs could predict their risk of becoming unhoused. In partnership with county leadership, CPL leveraged millions of records linked across nine county administrative data sources. The lab determined that data could predict a person\u2019s risk of homelessness as far as 12 months in advance, providing a significant opportunity for the county to provide stabilizing interventions.<\/p>\n<p>Inspired by the UCLA CPL\u2019s research, the LA County Department of Health Services established and staffed the HPU with funding from the American Rescue Plan Act. The HPU uses data from the county\u2019s Health Services, Mental Health, Public Social Services, and Child and Family Services departments, as well as the sheriff\u2019s office. The County Chief Information Office (CIO) manages the \u201cInfoHub\u201d database, which enables real-time, cross-departmental data sharing to support predictive modeling.<\/p>\n<p>The CPL and CIO jointly monitor the model for accuracy and false negative rates across demographic groups. They adjust the model to mitigate bias, even when doing so reduces predictive performance. This&#8230;<\/p>\n<p><a href=\"https:\/\/essentialhospitals.org\/leveraging-artificial-intelligence-to-prevent-homelessness-in-los-angeles-county\/\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Leveraging Artificial Intelligence to Prevent Homelessness in Los Angeles County https:\/\/essentialhospitals.org\/leveraging-artificial-intelligence-to-prevent-homelessness-in-los-angeles-county\/ Publish Date: 2026-04-30 14:22:00&#8230;<\/p>\n","protected":false},"author":1,"featured_media":237562,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/essentialhospitals.org\/AEH_Social.png","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-237561","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/237561"}],"collection":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=237561"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/237561\/revisions"}],"predecessor-version":[{"id":237563,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/237561\/revisions\/237563"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/237562"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=237561"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=237561"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=237561"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}