{"id":169136,"date":"2023-08-06T10:25:44","date_gmt":"2023-08-06T15:25:44","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/08\/revolutionizing-optical-imaging-with-complex-domain-neural-networks"},"modified":"2023-08-06T10:25:44","modified_gmt":"2023-08-06T15:25:44","slug":"revolutionizing-optical-imaging-with-complex-domain-neural-networks","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/08\/revolutionizing-optical-imaging-with-complex-domain-neural-networks","title":{"rendered":"Revolutionizing Optical Imaging With Complex-Domain Neural Networks"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/revolutionizing-optical-imaging-with-complex-domain-neural-networks2.jpg\"><\/a><\/p>\n<p>Computational imaging holds the promise of revolutionizing optical imaging with its wide field of view and high-resolution capabilities. Through the joint reconstruction of amplitude and phase \u2014 a technique known as \u201ccoherent imaging or holographic imaging\u201d \u2014 the throughput of an optical system can expand to billions of optically resolvable spots. This breakthrough empowers researchers to gain crucial insights into cellular and molecular structures, making a significant impact on biomedical research.<\/p>\n<p>Despite the potential, existing large-scale coherent imaging techniques face challenges hindering their widespread clinical use. Many of these techniques require multiple scanning or modulation processes, resulting in long data collection times to achieve a high resolution and signal-to-noise ratio. This slows down imaging and limits its feasibility in clinical settings due to tradeoffs between speed, resolution, and quality.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Computational imaging holds the promise of revolutionizing optical imaging with its wide field of view and high-resolution capabilities. Through the joint reconstruction of amplitude and phase \u2014 a technique known as \u201ccoherent imaging or holographic imaging\u201d \u2014 the throughput of an optical system can expand to billions of optically resolvable spots. This breakthrough empowers researchers [\u2026]<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,6],"tags":[],"class_list":["post-169136","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\/169136","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\/661"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=169136"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/169136\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=169136"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=169136"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=169136"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}