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Convergence of Deep Learning and Artificial Intelligence in Internet of Things
This book covers advances and applications of smart technologies including the Internet of Things (IoT), artificial intelligence, and deep learning in areas such as manufacturing, production, renewable energy, and healthcare. It also covers wearable and implantable biomedical devices for healthcare monitoring, smart surveillance, and monitoring applications such as the use of an autonomous drone for disaster management and rescue operations. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in the areas such as electrical engineering, electronics and communications engineering, computer engineering, and information technology. • ...
Decision Analytics for Sustainable Development in Smart Society 5.0
This book covers sustainable development in smart society’s 5.0 using data analytics. The data analytics is the approach of integrating diversified heterogeneous data for predictive analysis to accredit innovation, decision making, business analysis, and strategic decision making. The data science brings together the research in the field of data analytics, online information analytics, and big data analytics to synthesize issues, challenges, and opportunities across smart society 5.0. Accordingly, the book offers an interesting and insightful read for researchers in the areas of decision analytics, cognitive analytics, big data analytics, visual analytics, text analytics, spatial analytics, risk analytics, graph analytics, predictive analytics, and analytics-enabled applications.
Soft Computing for Intelligent Systems
This book presents high-quality research papers presented at the International Conference on Soft Computing for Intelligent Systems (SCIS 2020), held during 18–20 December 2020 at University Institute of Engineering and Technology, Kurukshetra University, Kurukshetra, Haryana, India. The book encompasses all branches of artificial intelligence, computational sciences and machine learning which is based on computation at some level such as AI-based Internet of things, sensor networks, robotics, intelligent diabetic retinopathy, intelligent cancer genes analysis using computer vision, evolutionary algorithms, fuzzy systems, medical automatic identification intelligence system and applications in agriculture, health care, smart grid and instrumentation systems. The book is helpful for educators, researchers and developers working in the area of recent advances and upcoming technologies utilizing computational sciences in signal processing, imaging, computing, instrumentation, artificial intelligence and their applications.
Handbook of Research on Artificial Intelligence and Soft Computing Techniques in Personalized Healthcare Services
This volume demonstrates the diverse state-of-the-art applications that combine artificial intelligence with soft computing, which has great potential for creating smart personalized healthcare services. The book showcases the myriad uses of AI and computer techniques in healthcare that employ deep learning, robotics, machine learning, blockchain, emerging cloud, edge computing, Practical Byzantine Fault Tolerance consensus, CNN architecture, Splunk, genetic algorithms (GA), DurBhashan, and many more. These technologies can be used in healthcare for enhanced data sharing, remote health monitoring, tele-rehabilitation, connecting rural populations with healthcare services, identifying diseases and health issues, automated medical diagnosis, analyzing information in surgical videos, ensuring timely communication and transportation during health disasters and emergencies, for optimizing expenditures, and more.
Data Visualization and Storytelling with Tableau
Tableau, one of the most widely used visualization tools, helps in illustrating the ideas of data visualization and storytelling. Through Tableau’s Data Visualization and Storytelling feature, aspiring data scientists and analysts can develop their visual analytics skills and use them in both academic and business contexts. Data Visualization and Storytelling with Tableau enables budding data analysts and data scientists to develop and sharpen their skills in the field of visual analytics and apply them in business scenarios as well as in academic context. This book approaches the Data Visualization workflow from a practical point of view, emphasizing the steps involved and the outcomes at...
ACS(I) Textbook on Cutaneous & Aesthetic Surgery
The new edition of this two volume set has been fully revised to provide dermatosurgeons with the latest developments and techniques in the field. The book has been expanded to eighteen sections and 152 chapters, all falling under subspecialties of dermatosurgery, aesthetics, lasers, and practice management. Each technique includes discussion on historical background, indications, contraindications, instrumentation, procedures, adverse effects, complications, and references. The second edition features 81 new chapters on topics such as body shaping, microneedle RF, new laser and energy technologies, platelets rich plasma, regional surgeries, and training in dermatosurgery. The text is enhanced by nearly 2000 clinical photographs and diagrams and also includes text boxes, tables and keynotes in each chapter. Key points Fully revised, second edition of two volume set providing latest techniques in cutaneous and aesthetic surgery Expanded text with 81 new chapters Features nearly 2000 clinical photographs and diagrams Previous edition (9789350258903) published in 2012
Cardiac Biomarkers
Cardiac Biomarkers describes the most recent developments in the field of biomarkers, providing best practice and current guidelines. It also discusses how these guidelines may alter in the future. With contributions from internationally-based clinicians and scientists, this book includes almost 100 detailed images and illustrations. Topics covered include: Markers of Cardiac Arrest, Markers of Cardiac Ischemia, Natriuretic Peptides for Heart Failure, Biomarkers in Cardio Renal Disease and Future Developments.
Clinical Focus Series-Pulmonary Function Testing and Interpretation
Doody Rating : 4 stars : The primary target audiences for this volume are pulmonologists, allergists, graduate students, thoracic surgeons, and their assistants, in training and in practice, who evaluate and treat patients who have or may have respiratory damage or disease. Unique insights into the interpretation of spirometric, lung volume, diffusing capacity, and other measurements commonly made in pulmonary function laboratories. Normal values are dependent on gender, age, and body size. Review of the best available reference equations and selection of the optimal equations, not only for th.
Adaptive Power Quality for Power Management Units using Smart Technologies
This book covers issues associated with smart systems due to the presence of onboard nonlinear components. It discusses the advanced architecture of smart systems for power management units. It explores issues of power management and identifies hazardous signals in the power management units of smart devices. It • Presents adaptive artificial intelligence and machine learning-based control strategies. • Discusses advanced simulations and data synthesis for various power management issues. • Showcases solutions to the uncertainty and reliability issues in power management units. • Identifies new power quality challenges in smart devices. • Explains hybrid active power filters, shunt...
Incretin Based Therapies
Incretins are a group of gastrointestinal hormones that cause an increase in the amount of insulin released from cells in the pancreas after eating. Incretin based drugs are used to control blood sugar levels in the management of diabetes. This book is a concise guide to incretin based therapy. Beginning with an introduction to the history and physiology of incretins, the following sections examine the clinical pharmacology of GLP-1 Analogues and DPP-4 Inhibitors, the pleiotrophic effects of incretins and comparative pharmacology. Each section integrates science with practical therapeutic guidance for clinicians involved in the management of diabetes. The final chapter discusses the future of incretin therapies, including non-diabetic usage and combination therapy. Key Features Concise overview of incretin based therapy for the management of diabetes Guides clinicians step by step through the history and pharmacology of various molecules Integrates science with practical therapeutic guidance Includes chapter on the future of incretin therapy
