Learn concepts, methodologies, and applications of deep learning for building predictive models from complex genomics data sets to overcome challenges in the life sciences and biotechnology industries Key Features • Apply deep learning algorithms to solve real-world problems in the field of genomics • Extract biological insights from deep learning models built from genomic datasets • Train, tune, evaluate, deploy, and monitor deep learning models for enabling predictions in genomics Book D...

This new book explores the development of smart bioelectronics and biomedical devices using advanced information technology, which has significantly revolutionized biomedical engineering and healthcare, enabling a variety of applications in advanced clinical medicine, surgery, and implants. The book considers the integration of AI, big data analytics, the Internet of Things, machine learning, cloud storage, and other technologies for predictive modeling, information analysis, etc., for med...

Gain valuable insight into applying carbon-based nanomaterials to the green technologies of the futureThe green revolution is the most important technological development of the new century. Carbon-based nanomaterials, with their organic origins and immense range of applications, are increasingly central to this revolution as it unfolds. There is an urgent need for an up-to-date overview of the latest research in this ever-expanding field.Carbon-Based N...

This book highlights the history of electroceramics starting from synthesis using different routes of the solid solution to hybrid nanocomposites and its applications in different renewable energy, thermistor, actuators, thermoelectric, thermo-optic, sensor, and much more applications in electronic industry. In ceramic materials, the properties are controlled by doping and composition, but the grain size and the porosity of the sintered ceramics also play essential roles. The latter featur...

The book titled “Microbiome and Plant Nutrition꞉ A Roadmap Towards Sustainable Agriculture” is expected to direct many emerging research pathways needed at local and global levels for sustainable agricultural package and practices. This volume incorporates thirteen seminal chapters on issue based research and their practical applications covering latest information and progress in different areas of microbial supplemented crop nutrition for sustainable agriculture. The book highlights the ...

This volume addresses the major design challenges and research potential in electronic device applications in healthcare and biomedical systems, exploring the blending of innovative mobile communications, network technologies, and medical sensor and ubiquitous computing devices with medical and biological applications. The authors explore current and future trends in new communication and network technologies for healthcare delivery and new wireless telemedical and mobile health services. ...

SMART MATERIALS FOR SCIENCE AND ENGINEERINGSmart materials, also known as advanced or creative materials, are described as advanced materials that react intuitively to environmental changes or as materials that can return to their original shape in response to certain stimuli. Smart materials are classified as either active or passive based on their characteristics. There are two types of active materials. The first kind cannot change its characteristics when subje...

Applications of Metagenomics: Agriculture, Environment, and Health examines current metagenomics methods and their applications in soil, polluted environment sites, agriculture production, and health care, with separate sections dedicated to each application area. Special attention is paid to the biotechnological study of novel microbial resources for social welfare. Beyond applications, the book discusses evolving next generation technology and techniques used for carrying out metagenomic...

This book presents a comprehensive collection of articles illustrating the importance of microbial community structure and function for ecosystem sustainability and environmental reclamation. It addresses a diverse range of topics, including microbial diversity, physiology, genomics, ecosystem function, interaction, metabolism, and the fruitful use of microbial communities for crop productivity and environmental remediation.In addition, the book explores issues ranging from general...

Powder Metallurgy: Characterization, Processing, and Optimization Techniques explores the evolving role of powder metallurgy in producing parts for various applications. This comprehensive text focuses on the tribological performances of powder metallurgy materials. It delves into processes such as sintering, electrolytic methods, atomization techniques, cold compaction, and cold isostatic pressing, alongside techniques for measurement, testing, and characterization. Moreover, the book cov...

Recently, carbon nanotubes (CNTs) have received tremendous interest from the research community due to their excellent properties and contribution to the enhancement of polymer properties. However, the incompatibility of CNTs with the polymer matrix is still a major barrier facing the practical realization of these materials. Interface engineering and modification have become the current strategy for enhancing their compatibility, dispersion, and interfacial relationship with the polymer m...

Functional Materials Processing for Switchable Device Modulation focuses on the advances of nanofabrication that underpin emerging technologies, including electronic devices. The book provides readers with a broad view of the materials' perspectives, including historical context and background, along with future opportunities for smart electronic and switchable devices. A major focus in the book is on the research and development of synthetic materials for spectroscopic analysis which broa...