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In an era where Artificial Intelligence (AI) is revolutionizing healthcare, Explainable AI in Healthcare Imaging for Precision Medicine addresses the critical need for transparency, trust, and accountability in AI-driven medical technologies. As AI becomes an integral part of clinical decision-making, especially in imaging and precision medicine, the question of how AI reaches its conclusions grows increasingly significant. This book explores how Explainable AI (XAI) is transforming healthcare by making AI systems more interpretable, reliable, and transparent, empowering clinicians and enhancing patient outcomes.Through a comprehensive examination of the latest research, real-world case studies, and expert insights, this book delves into the application of XAI in medical imaging, disease diagnosis, treatment planning, and personalized care. It discusses the technical methodologies behind XAI, the challenges and opportunities of its integration into healthcare, and the ethical and regulatory considerations that will shape the future of AI-assisted medical decisions.Key areas of focus include the role of XAI in improving diagnostic accuracy in fields such as radiology, pathology, and genomics and its potential to enhance collaboration between AI systems, healthcare professionals, and patients. The book also highlights practical applications of XAI in personalized medicine, showing how explainable models help tailor treatments to individual patients, and discusses how XAI can contribute to reducing bias and improving fairness in medical decision-making.Written by leading experts in AI, healthcare, and precision medicine, Explain[S3G1] able AI in Healthcare Imaging for Precision Medicine is an essential resource for researchers, clinicians, students, and policymakers. Whether you are looking to stay at the forefront of AI innovations in healthcare or seeking to understand how explainability can build trust in AI systems, this book provides the insights and knowledge needed to navigate the evolving landscape of AI in medicine. It invites readers to explore how XAI can revolutionize healthcare and precision medicine, shaping a future where AI is both powerful and trustworthy.
Abiotic Stress in Underground Vegetables provides comprehensive information on the morphological, physiological, and biochemical responses of various underground vegetable crops to abiotic stress and the strategies for managing these crops under these conditions.Climate changes pose major challenges to the productivity and yield of crops, particularly horticultural crops that bear their edible parts underground. Underground vegetable crops are highly nutritious, non-cereal plant species grown in various agro-ecological zones and play a significant role in feeding both people and animals around the world as well a providing industrial products. To address the range of challenges created by climate changes, it is crucial to understand the physiological, biochemical, and molecular responses of crops to abiotic stress and the potential mechanisms of resistance and mitigation.Presented in two parts, 'Stress Responses' and 'Stress Mitigation', Abiotic Stress in Underground Vegetables offers a detailed exploration of reactions of different underground vegetable crops to abiotic stress, along with effective management strategies for cultivating these crops. This book is an essential resource for researchers, students, crop growers, and all stakeholders in the field of crop sciences who are interested in improving the yield and productivity of these vital crops.
Adsorption by Powders and Porous Solids: Principles, Methodology, and Applications, Third Edition provides a comprehensive treatment of all aspects of adsorption at both the gas/solid interface and the liquid/solid interface, while also covering the application aspects of adsorption. The book gives an introductory review of the various theoretical and practical aspects of adsorption by powders and porous solids with reference to advanced techniques and applications (including separation of industrial gases and pollution control, catalysis, gas storage) involving materials of technological importance. It is primarily written for advanced undergraduates, postgraduates, lecturers, researchers, and practitioners in physical chemistry, materials science, surface science, and chemical engineering.The book's primary aim is to meet the needs of students and non-specialists who are new to surface science or who wish to use the advanced techniques now available for the determination of surface area, pore size and surface characterization. In addition, for this fully updated third edition, a critical account is given of the most recent work on the adsorptive properties of activated carbons, oxides, clays, zeolites, and MOF’s.
Mixed crop-livestock systems offer promising strategies for sustainable farming. Innovations for Sustainable Agriculture: From Lab to Farm to Table details solutions for mitigating agricultural waste, such as carbon emissions and chemical runoff, and creating a circular economy on mixed farms. In addition to covering potential solutions, the book will analyze the effectiveness of each strategy in protecting the environment from harm. Notable topics covered include manure management, agricultural waste valorization, wastewater and resource recovery, and even dairy cow feed for lowering methane production.While the book is based primarily on the climates and farming systems of Europe, the climactic diversity of the continent will make this a useful resource for many other parts of the world with similar climates, including North America and portions of South America, Asia, and Oceana. Innovations for Sustainable Agriculture: From Lab to Farm to Table offers practical strategies and solutions to readers and will benefit audience members ranging from students and researchers to farmers and agricultural stakeholders.
Tilapia Farming: Breeding Plans, Mass Seed Production, and Aquaculture Technologies provides the latest information on global tilapia farming, hatchery stock breeding, novel aquaculture technologies, feed and fish health management, and food safety and supply chain considerations. Immensely popular for its high nutritional value and low cost of production, tilapia has recently been recognized as the second most farmed fish worldwide. Given the increase in global tilapia production from 369,000 metric tons at the turn of the 21st century to 6 million metric tons in 2020, this book serves as a critically important guide for hatchery operators and aquaculture entrepreneurs.Written by a leading expert on aquaculture research and development, this book introduces readers to the global tilapia aquaculture industry and delivers key information on general and reproductive biology of tilapia. Early chapters explore brood stock management and the development and operation of mixed sex and monosex commercial tilapia seed production systems, semi-intensive culture systems, and intensive culture systems. Central chapters explore novel tilapia farming technologies, feed and feeding, major diseases, and tilapia health management. Final chapters discuss practical concepts in food safety, processing and trade, and future prospects of the industry.Tilapia Farming: Breeding Plans, Mass Seed Production, and Aquaculture Technologies addresses novel information on the latest biological, technological, and supply chain considerations for tilapia aquaculture. It is an indispensable guide for applied scientists and aquaculturists worldwide.
The microsystems field has expanded to embrace a host of technologies, and microelectronics has now been joined by micro-mechanics, micro-fluidics and micro-optics to allow the fabrication of complex, multi- functional integrated microsystems. Comprehensive Microsystems, Second Edition, Three Volume Set, represents the authoritative primary reference source on microsystems and is now newly updated to reflect the latest advances in this exciting engineering field. This major reference work provides an exhaustive overview of the range of topics which comprise the microsystems field, including, design and materials, fabrication and packaging, optical systems, chemical and biological systems, physical sensors, actuation, electronics for MEMS and industrial applications. The new edition has been considerably revised and updated to include newer technologies such as ultrafast laser machining, 3D printing for biomedical applications, wearable sensors, microanalytical systems, and more. Each expertly written article provides a concise overview of a particular aspect of microsystems, and is accompanied by extensive references, guiding the user to the most relevant further reading within the ever-expanding available literature.
Raising Genomics Literacy, Knowledge, and Awareness is a unique resource which describes the importance of genomic literacy for the effective and streamlined implementation of genomic medicine and pharmacogenomics globally. It provides evidence and expert opinion to decipher the role of genomic and pharmacogenomic literacy to illustrate the evidence, value, and need of raising genomics awareness and education among healthcare professionals, students, and the general public. This text can be used by researchers and graduate students pursuing research in this area.
Introduction to Digital Human Modeling bridges the gap in current literature by providing a comprehensive resource on digital human modeling for beginners and researchers. The content includes step-by-step procedures for building a digital human model, fundamental human kinematics and dynamics, advanced topics such as motion prediction and injury prevention, and industrial applications. The book covers theoretical concepts and experimental validation, including human anatomy, degrees of freedom, skeletal and musculoskeletal modeling, equations of motion, reach envelopes, lifting prediction, muscle fatigue model, and injury analysis. It teaches readers how to build simulation-based human models, set up equations of motion, analyze human biomechanics, and utilize simulations and experiments to study worker injuries. Furthermore, the book introduces both fundamental and advanced digital human modeling methods and optimization techniques aimed at improving performance and preventing injuries in manual material handling, as well as addressing lifting and gait biomechanics and ergonomics.
Massive MIMO in Practice: From 5G/5G-Advanced to 6G (2nd edition of the previously titled Advanced Antenna Systems for 5G Network Deployments: Bridging the Gap between Theory and Practice) provides a theoretical introduction to Massive MIMO as well as presenting how it can meet network performance requirements for commercial deployment.Features include:A thorough understanding of: Array antennas and how they can be used for beamforming, null-forming and support for MIMO featuresMassive MIMO features and how they work, with a particular focus on mobile networks and the specifics relevant for mobile network operation, e.g. characteristics of the radio channel in different environment and how Massive MIMO solutions adapt to theseA detailed walk-through of the 3GPP physical layer support for Massive MIMO solutions, the background for this support and how it can be used in mobile networksExplanations of what performance can be achieved in commercially deployed mobile networks for: different antenna configurations; different Massive MIMO features; different network deployment environmentsAn introduction to millimeter Wave solutions with a focus on the specifics of wave propagation and the corresponding technology solutionsRegulatory aspects which are new and specific to Massive MIMO operationProduct architecture and implementation aspects that provide cost efficient and flexible operation New to this edition:More detail on the practical use of Massive MIMO in commercial mobile networks, specifically how to choose solutions, including antenna configuration and suitable Massive MIMO features, for cost efficient operation depending on traffic and environmental conditions A new chapter on how to put the complete Massive MIMO solution together: hardware solutions, features and use of spectrumOutlines promising Massive MIMO solutions to be deployed in the futureInclusion of 3GPP’s Rel. 17 and Rel. 18 updatesRecent regulatory issues of high general interestPractical aspects of network planning, deployment and operationExamples of other applications of Massive MIMO: satellites, drones and WiFiOutlines the path Massive MIMO can play to achieving 6G
3D Bioprinting in Cancer Applications is an all-encompassing guide covering both fundamentals concerning biofabrication principles and intricate protocols for precise construction of biomimetric 3D systems supporting advanced cell culture development that faithfully recapitulates human disease hallmarks, with a special focus on cancer. This title fills the void left by existing publications overlooking essential aspects associated with combining multimodal medical imaging alongside precision cancer treatment options. In 12 chapters 3D Bioprinting in Cancer Applications leads the reader from an introduction to bioprinting technologies for cancer models, to models for immunotherapy and tumour-immune interaction, to biomimetrics 3D models to the applications of all these models in 3D bioprinted cancer models . 3D Bioprinting in Cancer Applications uniquely combines distinct modalities under a unified framework suitable not only for seasoned veterans but also newly minted trainees encountering these sophisticated practices for the first time.
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