{"product_id":"artificial-intelligence-in-digital-holographic-imaging","title":"Artificial Intelligence in Digital Holographic Imaging","description":"\u003cp\u003e\u003cb\u003eAn eye-opening discussion of 3D optical sensing, imaging, analysis, and pattern recognition\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eArtificial intelligence (AI) has made great progress in recent years. Digital holographic imaging has recently emerged as a powerful new technique well suited to explore cell structure and dynamics with a nanometric axial sensitivity and the ability to identify new cellular biomarkers. By combining digital holography with AI technology, including recent deep learning approaches, this system can achieve a record-high accuracy in non-invasive, label-free cellular phenotypic screening. It opens up a new path to data-driven diagnosis. \u003c\/p\u003e\u003cp\u003e\u003cb\u003eArtificial Intelligence in Digital Holographic Imaging\u003c\/b\u003e introduces key concepts and algorithms of AI to show how to build intelligent holographic imaging systems drawing on techniques from artificial neural networks, convolutional neural networks, and generative adversarial network. Readers will be able to gain an understanding of the basics for implementing AI in holographic imaging system designs and connecting practical biomedical questions that arise from the use of digital holography with various AI algorithms in intelligence models. \u003c\/p\u003e\u003cp\u003eWhat’s Inside \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e Introductory background on digital holography \u003c\/li\u003e \u003cli\u003e Key concepts of digital holographic imaging\u003c\/li\u003e \u003cli\u003e Deep-learning techniques for holographic imaging \u003c\/li\u003e \u003cli\u003e AI techniques in holographic image analysis\u003c\/li\u003e \u003cli\u003e Holographic image-classification models\u003c\/li\u003e \u003cli\u003e Automated phenotypic analysis of live cells \u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eFor readers with various backgrounds, this book provides a detailed discussion of the use of intelligent holographic imaging system in biomedical fields with great potential for biomedical application.\u003c\/p\u003e","brand":"Inkyu Moon","offers":[{"title":"Default Title","offer_id":42857015443517,"sku":"9780470647509","price":239.36,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0597\/7689\/2989\/files\/9780470647509_5f432308-3df9-4fb1-bcfc-777254ec63fc.jpg?v=1767040765","url":"https:\/\/www.palmleaf.com.au\/products\/artificial-intelligence-in-digital-holographic-imaging","provider":"Palmleaf","version":"1.0","type":"link"}