Artificial Intelligence in Digital Holographic Imaging: Technical Basis and Biomedical Applications, 1st Edition

.\nArtificial Intelligence in Digital Holographic Imaging Technical Basis and Biomedical Applications\nAn eye-opening discussion of 3D optical sensing, imaging, analysis, and pattern recognition\nArtificial 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.\nArtificial Intelligence in Digital Holographic Imaging 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.\nWhat’s Inside\nIntroductory background on digital holography\nKey concepts of digital holographic imaging\nDeep-learning techniques for holographic imaging\nAI techniques in holographic image analysis\nHolographic image-classification models\nAutomated phenotypic analysis of live cells\nFor 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.\nArtificial Intelligence in Digital Holographic Imaging: Technical Basis and Biomedical Applications 1st Edition is written by Inkyu Moon and published by Wiley-IEEE Press. ISBNs for Artificial Intelligence in Digital Holographic Imaging are 9781119239048, 1119239044 and the print ISBNs are 9780470647509, 0470647507. Additional ISBNs include 9781119238959, 9781119239000.