{"id":241393,"date":"2026-07-23T00:26:52","date_gmt":"2026-07-23T05:26:52","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2026\/07\/physics-based-ai-could-boost-biomedical-imaging-and-autonomous-vehicle-sensors"},"modified":"2026-07-23T00:26:52","modified_gmt":"2026-07-23T05:26:52","slug":"physics-based-ai-could-boost-biomedical-imaging-and-autonomous-vehicle-sensors","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2026\/07\/physics-based-ai-could-boost-biomedical-imaging-and-autonomous-vehicle-sensors","title":{"rendered":"Physics-based AI could boost biomedical imaging and autonomous vehicle sensors"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/physics-based-ai-could-boost-biomedical-imaging-and-autonomous-vehicle-sensors2.jpg\"><\/a><\/p>\n<p>A research team led by UCLA and the University of Rochester has demonstrated a promising evolution of an imaging system designed to capture details within \u201ccomplex media,\u201d which scatter light, from depicting structures inside body tissue to seeing obstacles through heavy fog. The system uses physics-based machine learning to improve an existing imaging technique.<\/p>\n<p>In tests with standard calibration images obscured by complex media, the new system more than doubled the signal-to-noise ratio compared with a previous generation of the technology. The system also created images in near real time\u2014thousandths of a second. The findings are <a href=\"https:\/\/www.nature.com\/articles\/s41377-026-02375-6\" target=\"_blank\">published<\/a> in the journal Light: Science &amp; Applications.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A research team led by UCLA and the University of Rochester has demonstrated a promising evolution of an imaging system designed to capture details within \u201ccomplex media,\u201d which scatter light, from depicting structures inside body tissue to seeing obstacles through heavy fog. The system uses physics-based machine learning to improve an existing imaging technique. In [\u2026]<\/p>\n","protected":false},"author":427,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,6],"tags":[],"class_list":["post-241393","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/241393","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/427"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=241393"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/241393\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=241393"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=241393"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=241393"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}