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...

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. ...

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...

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...

Assistive Technology Intervention in Healthcarefocuses on various applications of intelligent techniques in biomedical engineering and health informatics. It aims to create awareness about disability reduction and recovery of accidental disability with the help of various rehabilitative systems. Novel technologies in disability treatment, management and assistance, including healthcare devices and their utility from home to hospital, are described. The book deals with simulation, ...

This book equips readers to understand a complex range of healthcare products that are used to diagnose, monitor, and treat diseases or medical conditions affecting humans. The first part of the book presents medical technologies such as medical information retrieval, tissue engineering techniques, 3D medical imaging, nanotechnology innovations in medicine, medical wireless sensor networks, and knowledge mining techniques in medicine. The second half of the book focuses on healthcare techn...

Nature is the most potent source of cure and care. With the advent of the ‘herbal renaissance,’ the dependence on medicinal plants has increased in all spheres ranging from their use as raw material for medicinal, nutraceutical, cosmetic preparations, and food. The tissue culture technique has proven to be extremely advantageous not only for large-scale propagation of medicinal plants in a limited space and time, but also for conservation, storage for prolonged use, genetic improvement, an...

Artificial Intelligence in Biomedical and Modern Healthcare Informatics provides a deeper understanding of the current trends in AI and machine learning within healthcare diagnosis, its practical approach in healthcare, and gives insight into different wearable sensors and its device module to help doctors and their patients in enhanced healthcare system.The primary goal of this book is to detect difficulties and their solutions to medical practitioners for the early detection and predicti...

This book explores the advancements and future challenges in biomedical application developments using breakthrough technologies like Artificial Intelligence (AI), Internet of Things (IoT), and Signal Processing. It will also contribute to biosensors and secure systems,and related research. Applied Artificial Intelligence: A Biomedical Perspective begins by detailing recent trends and challenges of applied artificial intelligence in biomedical systems.Part I of the book pr...