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Elsevier

Academic Press

  • AI-Driven Human-Machine Interaction for Biomedical Engineering

    Concepts, Applications, and Methodologies
    • 1st Edition
    • Kapil Gupta + 4 more
    • English
    AI-Driven Human-Machine Interaction for Biomedical Engineering: Concepts, Applications, and Methodologies offers a comprehensive examination of the intricate relationship between humans and machines, particularly through the transformative lens of artificial intelligence (AI). As AI technologies rapidly evolve, understanding their implications for human-machine interaction (HMI) has become essential across various domains, especially healthcare. Structured into well-defined chapters, the book begins with an introduction to AI-driven HMI, laying the groundwork for understanding its significance in sustainable healthcare and beyond. Subsequent chapters explore critical topics such as machine learning principles, advanced biomedical data classification methods, and the role of AI in telemedicine.Readers will delve into cutting-edge techniques, from deep learning to non-invasive computer vision, while also examining the implications of these technologies across industries. Each chapter equips readers with actionable insights and highlights emerging trends, ethical considerations, and the future of AI in HMI, ensuring a well-rounded perspective on this dynamic field. This is an invaluable resource for researchers, academics, and students in the fields of Biomedical Engineering, Computer Science, Data Science, Artificial Intelligence, and Healthcare Technology.

  • Biophysics

    Foundations, Problems, and Solutions
    • 1st Edition
    • Jaroslav Kuba
    • English
    Biophysics: Foundations, Problems, and Solutions is an essential text for undergraduate students seeking to understand biophysics concepts through the lens of practical problems and their solutions. It provides a comprehensive exploration of the field, combining theoretical summaries, formulae, and laws with detailed numerical analyses. Designed to support readers from disciplines such as biomedical sciences, engineering, and medical technology, this book bridges the gap between biology and physics to offer a cohesive learning experience. Whether you’re a student or a seasoned expert, this text serves as a robust resource for mastering key biophysics principles.Beyond its core function as a textbook, the book covers a diverse array of topics, including fluid mechanics, capillary effects, acoustics, diffusion phenomena, radiology, and nuclear physics. With its extensive problem-solving approach, the book ensures readers gain both conceptual understanding and practical skills. It stands out as an indispensable guide for navigating the interdisciplinary challenges of biophysics-focused courses and research.

  • Inflammation and Cancer

    Mechanisms, Diagnosis, and Therapeutic Strategies
    • 1st Edition
    • Anoop Kumar + 4 more
    • English
    Inflammation and Cancer: Mechanisms, Diagnosis, and Therapeutic Strategies delves into the intricate relationship between inflammation and cancer, a crucial area of contemporary biomedical research. Sections provide an overview of inflammation's role in cancer, discussing molecular connections and signaling pathways. Chapters explore inflammatory pathways in various cancers, including breast, oral, lung, prostate, skin, and gastrointestinal cancers. The book also covers tumorigenesis, metastasis, preventive strategies, inflammatory biomarkers for cancer diagnosis, and innovative therapeutic designs. Final chapters focus on the dual role of platelets, targeting tumor-associated macrophages, novel treatment approaches, and recent advances in the field.This title offers substantial benefits to researchers, clinicians, and healthcare professionals by providing a thorough understanding of the cellular and molecular pathways linking inflammation and cancer, aiding in the development of effective anti-cancer immunotherapies. By highlighting the latest research and potential therapeutic strategies, this book serves as an essential resource for anyone dedicated to combating cancer through innovative and informed immunotherapeutic approaches.

  • Multimodal Data Fusion in Healthcare

    AI Approaches for Precision Diagnosis
    • 1st Edition
    • Akansha Singh + 3 more
    • English
    Multimodal Data Fusion in Healthcare: AI Approaches for Precision Diagnosis explores the transformative potential of AI in modern medicine by integrating diverse data sources such as medical imaging, genomics, EHRs, and wearable sensors. It highlights how AI technologies are revolutionizing healthcare systems through personalized and proactive diagnostics. The book covers cutting-edge methodologies, real-world applications, and the challenges of multimodal data fusion. Topics include AI-driven diagnostics, precision medicine, real-time patient monitoring, and the integration of clinical, genomic, and wearable data, providing both theoretical foundations and practical insights. This book is essential for healthcare professionals, data scientists, and engineers, offering clear frameworks for integrating diverse data types. It addresses crucial issues like data interoperability, privacy, and technical constraints, providing practical solutions. It serves as an invaluable reference for understanding and applying AI advancements in diagnostic precision and personalized medicine.

  • Cybersecurity for Healthcare Systems in the Internet of Medical Things Era

    • 1st Edition
    • Janmenjoy Nayak + 2 more
    • English
    Cybersecurity for Healthcare Systems in the Internet of Medical Things Era is driven by the imperative to address the intricate convergence of healthcare, technology, and security. In response to the burgeoning challenges presented by the Internet of Medical Things (IoMT), this book is designed to be an indispensable resource for computer systems experts, healthcare staff, and executives. It goes beyond the surface, offering strategic insights and actionable strategies that encompass not only the IoMT landscape but also the intersection of artificial intelligence, signal processing, and cyber security. Cybersecurity for Healthcare Systems in the IoMT Era serves as a problem-solving compass for a diverse readership in the healthcare landscape. For healthcare professionals and IT leaders, the book untangles the complexities of integrating and securing Internet of Medical Things (IoMT) devices, offering a roadmap for understanding and navigating this rapidly evolving terrain. Biomedical engineers, burdened with strategic and everyday decisions, find in this book strategic insights and actionable strategies, empowering them to make informed choices amidst the ever-changing challenges posed by technology and cybersecurity threats. The authors present a comprehensive guide that not only elucidates the challenges and opportunities presented by IoMT but also explores how the synergy of AI and signal processing can elevate healthcare systems. This integration is crucial in deciphering the intricate nuances of medical data, enhancing diagnostics, and fortifying the security of interconnected healthcare networks.

  • Handbook of Photovoltaic Systems Engineering

    Design, Installation, and Recommended Practices
    • 1st Edition
    • Tamer Khatib
    • English
    Handbook of Photovoltaic Systems Engineering: Design, Installation, and Recommended Practices is a detailed resource that enables the reader to understand how to design, tender, supervise, commission, and manage all types of PV systems. The initial chapters describe the basic steps in the planning, design, engineering, and commissioning of PV power systems, organized by category, covering standalone systems, grid connected systems, hybrid systems, and solar powered irrigation systems. This is followed by in-depth chapters on environmental and social impact assessment, the tendering process, and performance evaluation models, with a focus throughout on offering practical guidance and explaining the technical aspects of these systems.This is a valuable resource for readers looking for basic information and practical guidance on photovoltaics systems engineering, with a view to designing, installing, or optimizing PV systems. This includes students, graduates, engineers, technicians, and other industry professionals in the photovoltaics sector.

  • Biophysics of Tissue Self-Organization in Morphogenesis

    The Role of Dynamics Along the Biointerface
    • 1st Edition
    • Ivana Pajic-Lijakovic
    • English
    Biophysics of Tissue Self-Organization in Morphogenesis: The Role of Dynamics Along the Biointerface delves into the interactions between tissue and the extracellular matrix. It explores the fundamentals of cell self-rearrangement and the interrelation between biological mechanisms and physical principles responsible for tissue self-organization. The book examines modeling approaches to tissue self-organization and the application of engineering principles to solve medical problems. It also discusses tools, applications, and medical implications, particularly in embryo development, wound healing, and cancerous diseases, concluding with future developments.Coverin... subcellular to supracellular levels, this book is an interdisciplinary guide for researchers in cell biology, biophysics, developmental biology, and more.

  • Kinase Targets and Drug Discovery

    • 1st Edition
    • Xiaoyun Lu
    • English
    Kinase Targets and Drug Discovery covers the critical role of kinases as regulators of cellular functions and their implications in a range of diseases, from cancers to cardiovascular disorders and inflammatory conditions. Readers will explore foundational concepts on the functions of kinases, the role of kinase inhibitors in disease therapy, and challenges faced. The second section focuses on innovative strategies in kinase drug discovery, covering screening and computational approaches, along with the development of covalent, macrocyclic, allosteric inhibitors, and kinase degraders. Final sections examine clinical applications, detailing how kinase inhibition can be harnessed for cancer therapies, non-oncologic diseases, and even non-catalytic functions.This book will serve as an indispensable resource for pharmacologists, medicinal chemists, and researchers in both academia and industry. By bridging the gap between foundational research and clinical application, it equips professionals with the latest insights and practical approaches to advance their understanding to contribute meaningfully to the evolving landscape of drug discovery.

  • A First Course in Model Validation and Model Risk Management

    • 1st Edition
    • Jonathan Schachter + 2 more
    • English
    A First Course in Model Validation and Model Risk Management offers robust coverage for current and future financial engineers. Useful as part of a masters program, for self-study, or as a valuable reference, the textbook explains in step-by-step, practical terms how mathematical models owned by financial institutions are essential to their public activities, including sales, trading, risk management, and internal audits. Like a diverse fleet of cars maintained by a rental car location, a bank must make sure customers can "drive" any of its models for a specific financial product. The book covers both pricing and risk models. Chapters consider modeling basics, marked-to-market and marked-to-model asset classes, market risk, credit risk, portfolio risk, operational risk, capital model risk, and financial crime, along with machine learning/AI.To support course use and practical applications, the text provides examples in Python throughout, as well as an appendix containing homework problems for all chapters, further supported by an ftp site for data and sample code. Additional appendices cover global model risk management, and a refresher in statistics.

  • Advances in Ecological Research

    • 1st Edition
    • Volume 74
    • English
    Advances in Ecological Research, Volume 74 brings together cutting-edge developments, current trends, and emerging concepts in the field of ecology. The book provides an in-depth exploration of fundamental and applied ecological research, offering insights into the complex interactions between organisms and their environments. Specific chapters cover how Conformal Prediction quantifies the uncertainty of Species Distribution Models, How do Earth Observation Foundation Models Help to Predict Multi-Trophic Soil Biodiversity, Evaluating Multi-Sensor Foundation Models as a Strategy for Leveraging Earth Observation Data in Biodiversity Modeling, Exploring Remote Sensing Contributions to High-Resolution IAS Distribution Modeling Using ML/DL Techniques, and much more. Additional sections cover Predicting Ecological Invasions, The carrying capacity of a fragmented landscape depends on the home-range size of a species, Quantitative tools that form an approach that allows social impacts of ecosystem change, Extending genomic prediction from individuals to a population and community, and Full prediction uncertainty quantification: a plea from science and decision-making.

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