Artificial Intelligence in Digital Holographic Imaging – eBook

Description

Artificial Intelligence in Digital Holographic Imaging: Technical Basis and Biomedical Applications

Delve into a transformative exploration of three-dimensional optical sensing, imaging, analysis, and pattern recognition in this groundbreaking ebook.

In recent years, artificial intelligence (AI) has drastically evolved, and its synergy with digital holographic imaging has proven to be revolutionary. This cutting-edge technique is exceptionally adept at investigating cell structure and dynamics, achieving remarkable nanometric axial sensitivity while uncovering novel cellular biomarkers. By merging digital holography with advanced AI technologies—including state-of-the-art deep learning methodologies—this innovative system offers unprecedented accuracy in non-invasive, label-free cellular phenotypic screening, paving the way for data-driven diagnostics in the biomedical landscape.

Artificial Intelligence in Digital Holographic Imaging, (PDF) serves as a comprehensive guide, introducing pivotal AI concepts and algorithms that enable the construction of intelligent holographic imaging systems. The text integrates methodologies derived from artificial neural networks, convolutional neural networks, and generative adversarial networks to illustrate practical applications. Readers will develop a solid foundation for integrating AI into holographic imaging system designs, effectively bridging practical biomedical challenges with various AI algorithmic strategies.

What Awaits You Inside:

• In-depth introductory insights into digital holography
• Fundamental principles of digital holographic imaging
• Advanced deep-learning techniques tailored for holographic imaging
• AI methodologies for effective holographic image analysis
• Innovative holographic image-classification models
• Automated analysis of live cell phenotypes

Designed for a diverse audience, this ebook offers an enlightening discussion on the integration of intelligent holographic imaging systems within the biomedical sector, highlighting their immense potential for advancing healthcare solutions.

978-0470647509

NOTE: This sale solely includes the ebook Artificial Intelligence in Digital Holographic Imaging: Technical Basis and Biomedical Applications in PDF format. Please be aware that no access codes are provided.