Search results for ""Author Hari"

Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You'll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). Ideal for professionals working at hedge funds, investment and retail banks, and fintech firms, this book also delves deep into portfolio management, algorithmic trading, derivative pricing, fraud detection, asset price prediction, sentiment analysis, and chatbot development. You'll explore real-life problems faced by practitioners and learn scientifically sound solutions supported by code and examples. This book covers: Supervised learning regression-based models for trading strategies, derivative pricing, and portfolio management Supervised learning classification-based models for credit default risk prediction, fraud detection, and trading strategies Dimensionality reduction techniques with case studies in portfolio management, trading strategy, and yield curve construction Algorithms and clustering techniques for finding similar objects, with case studies in trading strategies and portfolio management Reinforcement learning models and techniques used for building trading strategies, derivatives hedging, and portfolio management NLP techniques using Python libraries such as NLTK and scikit-learn for transforming text into meaningful representations

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The book presents the select proceedings of the International Conference on Advancement in Manufacturing Engineering (ICAME) 2022 held at National Institute of Technology Delhi, India, during September 2–3, 2022. It discusses the latest research in the area of industrial and production engineering. Various topics covered in this book are precision engineering, additive manufacturing, computer-aided manufacturing, digital manufacturing, intelligent control systems and optimization, flexible manufacturing system, smart manufacturing, hybrid machining, smart materials, polymers, ceramics and composites and their processing, energy harvesting materials, design thinking and prototyping, product life cycle strategies, Industry 4.0, etc. The book is useful for researchers and professionals working in the area of industrial and production engineering.

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This volume combines review and solicited contributions, related to scientific studies of Division I of IAGA presented at its Scientific Assembly in Sopron in 2009. The book is aimed at intermediate to advanced readers dealing with the Earth’s magnetic field generation, its historical records in rocks and geological formations - including links to geodynamics and magnetic dating, with magnetic carriers in earth materials, electromagnetic induction and conductivity studies of the Earth interior with environmental applications of rock magnetism and electromagnetism. The aim of the book is to provide an overview of recent advances and future challenges in these particular fields of research.

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This loose-leaf format of Applied Biomechanics Laboratory Manual With HKPropel Online Video offers students a convenient and easy way to complete and submit laboratory assignments to their instructor in the classroom.Applied Biomechanics Laboratory Manual With HKPropel Online Video provides guided opportunities for students to connect their conceptual understanding of biomechanics to practical applications. As readers progress through 13 easy-to-follow experiential-based learning labs, they will gain insight into how these mechanical principles relate to areas such as sport performance, athletic injury, ergonomics, and rehabilitation. This manual engages students with full-color images as well as visual aids. It is an ideal primary or supplemental text for any biomechanics and kinesiology curriculum.Applied Biomechanics Laboratory Manual comprises 13 laboratory chapters that offer over 30 lab activities. Each laboratory chapter provides at least one complete lesson, including objectives, key terms, and introductory content that set the stage for learning. Each lab activity is broken down into step-by-step procedures, providing guidance for those new to lab settings so that they may complete the process with confidence. Related online learning tools delivered through HKPropel include digital versions of the forms found in the book as well as online video clips that simulate the experience of performing many of the lab activities.The text is organized in a logical progression that builds on the knowledge students acquire as they advance. Written by instructors with a variety of teaching experiences in the field of biomechanics, the multiple lab activities are designed so they can be completed in any educational setting. Each lab activity begins with a recommended equipment list to facilitate lesson preparation. A list of recommended data analysis software tools is provided in some equipment lists. For educational settings where no data analysis software is available, data is provided so students can complete the laboratory reports for the lab activity.Applied Biomechanics Laboratory Manual gives students an opportunity to observe the principles of biomechanics in action. The manual serves as a high-quality resource for students to learn how to perform basic laboratory testing procedures used in assessing human performance and body mechanics.Note: A code for accessing HKPropel is included with all new print books.

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This book is a concise overview of MRI (magnetic resonance imaging) for brain, chest and abdominal disorders covering the very latest technologies and developments in the field. Beginning with an introduction to anatomy of these body systems, the following sections cover MR cholangiopancreatography, MRI of the female and male pelvis, and MR angiography. The atlas is enhanced by high quality MR images and tables with detailed descriptions to help clinicians understand complex anatomy. The comprehensive appendix provides a glossary of MRI terms and radiology measurement tables. Key Points Concise overview of MRI for brain, chest and abdomen Features sections on MR cholangiopancreatography, MRI of the pelvis, and MR angiography Comprehensive appendix provides glossary of terms and radiology measurement tables Includes high quality MR images and tables illustrating complex anatomy

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101 CT Abdomen Solutions is a guide to interpreting computed tomography images of the abdominal anatomy. The book is divided into 23 sections, each covering every part of the abdomen from diaphragm and colon to prostate and uterus. This broad collection of CT images and high resolution axial CT images for all common pathologies assists interpretation and diagnosis in routine reporting practice. Enhanced by 162 high quality images and illustrations, 101 CT Abdomen Solutions is an effective reference guide for all radiologists. Key Points Comprehensive guide to interpreting CT images of the abdomen 23 sections cover every part of the abdominal anatomy 162 high quality images and illustrations Includes high resolution axial CT images for all common pathologies

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This book is focused on the impact of the COVID-19 pandemic on different sectors, i.e., education, real estate, health, and agriculture. The lockdown has been announced to control the spread of COVID-19 infections, however people/industries/organizations were not ready for lockdown and it has greatly affected their growth. The front workers in the healthcare sector suffered a lot as major responsibilities they needed to carry on. The education sector is also hampered due to the pandemic as schools, colleges were closed and teaching, examinations were carried out on online platforms. These platforms were new to teachers as well as students. The real estate sector faced tremendous loss in this pandemic as people were scared and no one ready to invest their money in such an uncertain time. The agriculture filed is also suffered as raw materials required for agriculture were not available readily due to pandemic. This book presents a survey that is conducted to understand the impact of COVID-19 on the quality of work-life in various sectors. The survey is focused majorly on four sectors, i.e. education, healthcare, real estate and agriculture. Data analysis is done based on responses of survey and mathematical modeling is provided for each case study.

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Spot sweet surprises with each lift—or swing—of a flap! Cheep! Cheep! Who is cuddled under Mama’s wing? Buzz! Buzzzz! Who has landed on that flashy flower? Discover hidden surprises and delight in interactive peekaboo play with this entertaining lift-the-flap book.

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With the unprecedented increase in the world’s population, the need for different foodprocessing techniques becomes extremely important. And with the increase in awareness of and demand for food quality, processed products with improved quality and better taste that are safe are also important aspects that need to be addressed. In this volume, experts examine the use of different technologies for food processing. They look at technology with ways to preserve nutrients, eliminate anti-nutrients and toxins, add vitamins and minerals, reduce waste, and increase productivity.Topics include, among others:• applications of ohmic heating• cold plasma in food processing• the role of biotechnology in the production of fermented foods and beverages• the use of modification of food proteins using gamma irradiation• edible coatings to restrain migration of moisture, oxygen, and carbon dioxide• natural colorants, as opposed to synthetic coloring, which may have toxic effects• hurdle technology in the food industry• the unrecognized potential of agro-industrial waste

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Improve your imaging interpretation skills for the most commonly encountered surgical conditionsA Doody's Core Title for 2021! The goal of Acute Care Surgery: Imaging Essentials for Rapid Diagnosis is to help acute care surgeons, general surgeons, and surgical trainees develop the skills necessary to efficiently work up and diagnose critical surgical disease. This unique text opens with practical guidelines for understanding and interpreting the key imaging modalities employed in acute care surgery. In-depth discussions of acute surgical conditions follow, with emphasis on workup, diagnosis, and imaging pattern recognition. Each clinical chapter opens with a case scenario, followed by detailed discussion of pathophysiology, diagnosis, and management, and includes multiple annotated examples of ultrasound, plain film, CT, and MRI findings.Acute Care Surgery: Imaging Essentials for Rapid Diagnosis follows a logical systems-based organization, consisting of: Radiology Basics Abdomen Chest Soft Tissue Trauma Acute Care Surgery: Imaging Essentials for Rapid Diagnosis also provides expert guidance on how to select the correct imaging modality for the most efficient diagnosis and treatment. This text will aid trainees and surgeons to hone the skills they need to manage acute surgical patients when expediency matters most.

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Widely known as THE survival guide for radiology residents, fellows, and junior faculty, the "purple book" provides comprehensive, up-to-date coverage of diagnostic imaging in an easy-to-read, bulleted format. Focusing on the core information you need for learning and practice, this portable resource combines the full range of diagnostic imaging applications with the latest imaging modalities, making it the perfect clinical companion and review tool. Features more than 1,200 detailed illustrations now in full color, plus images that clearly depict the latest applications of CT, MRI, PET/CT, and other diagnostic imaging modalities. Provides new coverage of non-interpretive skills such as quality and safe dosing. Balances new information and anatomic drawings with timeless, relevant material to fully prepare you for the boards and for daily practice. Explains the nuances of key diagnostic details for all body systems, including signs and symptoms, anatomic landmarks, and common radiologic-pathologic alterations, for the full range of radiologic modalities and specialties. Uses a bulleted format and provides mnemonics, descriptive terminology, and space for note taking that make it easy to learn and remember key facts, techniques, and images. Allows you to work through diagnoses with hundreds of differentials for board certification preparation. Clarifies the impact of the latest disease entities on the interpretation of radiologic findings. Expert ConsultT eBook version included with purchase. This enhanced eBook experience allows you to search all of the text, figures, and references from the book on a variety of devices.

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This edited book provides an overview of omics technologies and methods for integration across multiple omics layers used in the plant disease diagnosis and developing management strategies. The book concentrates on the prevalence of soil-borne disease management in various important crops with use of different strategies, including host resistance and biological control etc. The special focus is on the resolving practical problems encountered after the resistance development in the pathogens against several chemical pesticides. Further, special attention is given to the emergence of new diseases or the re-emergence of old ones on several crops, and on the results and problems encountered by using microbial inoculants, biofumigation and other non-chemical control methods. This book has 18 contributory chapters from the eminent experts in the field of plant pathology, microbiology and biotechnology working on different aspects of soil-borne diseases of important agricultural crops. This edited volume is of interest and useful to researchers in plant pathology, agriculture sciences, plant genomics ecology, policy makers, also it is a valuable source of reference to the relevant researchers and students globally.

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This book presents best selected research papers presented at the Third International Conference on Recent Trends in Communication and Intelligent Systems (ICRTCIS 2021), organized by Arya College of Engineering and IT, Jaipur, on 22-23 October 2021. It discusses the latest technologies in communication and intelligent systems, covering various areas of communication engineering, such as signal processing, VLSI design, embedded systems, wireless communications, and electronics and communications in general. Featuring work by leading researchers and technocrats, the book serves as a valuable reference resource for young researchers and academics as well as practitioners in industry.

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This book gathers selected research papers presented at the International Conference on Communication and Intelligent Systems (ICCIS 2020), organized jointly by Birla Institute of Applied Sciences, Uttarakhand, and Soft Computing Research Society during 26–27 December 2020. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes in order to make the latest results available in a single, readily accessible source.

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The science of nanotechnology, the manipulation, design and engineering of devices at the atomic and molecular scale, is starting to be applied to many disciplines including aspects of agriculture and crop science. This book opens with a brief history of nanotechnology in agriculture. Applications are then examined in detail, including nanopesticides, nanosensors, nanofertilizers, and nanoherbicides. Topics covered include; the biosynthesis of nanoparticles (through microbes, plants and other biotic agents); the ecological consequences of their delivery into the environment (examining effects and toxicity on soil, soil biota, and plants); safety issues; an overview of the global market for nanotechnology products, and the regulation of nanotechnology in agriculture. The book concludes with speculations on what the future holds for the technology. The book has been written by an international group of researchers and experts from over 12 countries with experience across a wide range of issues relating to the industry. This book will be of use to a wide range of researchers and professional scientists in the agricultural sector, academia and industry, including microbiologists, chemical engineers, geneticists, plant scientists and biochemists.

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Rhizosphere biology is approaching a century of investigations wherein growth-promoting rhizomicroorganisms (PGPR) have attracted special attention for their ability to enhance productivity, profitability and sustainability at a time when food security and rural livelihood are a key priority. Bio-inputs - either directly in the form of microbes or their by-products - are gaining tremendous momentum and harnessing the potential of agriculturally important microorganisms could help in providing low-cost and environmentally safe technologies to farmers.One approach to such biologically-based strategies is the use of naturally occurring products such as PGPR. Advances in PGPR Research explores recent developments and global issues in biopesticide research, presented via extended case studies and up-to-date coverage of: · Low input biofertilizers and biofungicides used for sustainable agriculture. · Molecular techniques to enhance efficacy of microbial inputs. · Intellectual property issues in PGPR research. Written by an international team of experts, this book considers new concepts and global issues in biopesticide research and evaluates the implications for sustainable productivity. It is an invaluable resource for researchers in applied agricultural biotechnology, microbiology and soil science, and also for industry personnel in these areas.

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Teaches the fundamentals of mass transport with a unique approach emphasizing engineering principles in a biomedical environment Includes a basic review of physiology, chemical thermodynamics, chemical kinetics, mass transport, fluid mechanics and relevant mathematical methods Teaches engineering principles and mathematical modelling useful in the broad range of problems that students will encounter in their academic programs as well as later on in their careers Illustrates principles with examples taken from physiology and medicine or with design problems involving biomedical devices Stresses the simplification of problem formulations based on key geometric and functional features that permit practical analyses of biomedical applications Offers a web site of homework problems associated with each chapter and solutions available to instructors Homework problems related to each chapter are available from a supplementary website (

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"This book is a highly valuable contribution to the current debate on how to achieve stabilization and structural adjustment programs in the Middle East presenting widely differing country profiles." —Digest of Middle East Studies"This book is an excellent collection of ten country case-studies by well-known Middle East political scientists . . . " —MESA Bulletin" . . . a highly original and valuable contribution on an important and most timely topic. . . . combines clarity of focus and breadth of geographic coverage." —Robert BianchiInternational specialists take stock of the problems and prospects for privatization of state-run economies and other liberalization efforts throughout the Middle East and North Africa.

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In an uncertain and complex environment, to ensure secure and stable operations of large-scale power systems is one of the biggest challenges that power engineers have to address today. Traditionally, power system operations and decision-making in controls are based on power system computations of physical models describing the behavior of power systems. Largely, physical models are constructed according to some assumptions and simplifications, and such is the case with power system models. However, the complexity of power system stability problems, along with the system's inherent uncertainties and nonlinearities, can result in models that are impractical or inaccurate. This calls for adaptive or deep-learning algorithms to significantly improve current control schemes that solve decision and control problems. Cyberphysical Infrastructures in Power Systems: Architectures and Vulnerabilities provides an extensive overview of CPS concepts and infrastructures in power systems with a focus on the current state-of-the-art research in this field. Detailed classifications are pursued highlighting existing solutions, problems, and developments in this area.

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This book has been written with the idea of helping the students, grasp the subject matter easily and provide the actual requirements of the students. A concerted effort has been made to make this process an easy affair with lucid language, illustrations, flowcharts and tables. Clinical correlations are incorporated at the end of most of the questions. The book includes list of most important topics and diagrams for last minute quick glance before the examinations.

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Data is constantly increasing; everything from app usage, to sales, to customer surveys generate data in an average business. Out on the streets data is everywhere too, from speed and security cameras, weather monitoring and measuring footfall to name just a few examples. Against this backdrop, data analysts are in higher demand than ever. This book is an essential guide to the role of data analyst. Aspiring data analysts will discover what data analysts do all day, what skills they will need for the role, and what regulations they will be required to adhere to. Practising data analysts can explore useful data analysis tools, methods and techniques, brush up on best practices and look at how they can advance their career.

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Dit boek bevat vertaalde wetenschappelijke artikelen, die toch voor niet-vakgenoten begrijpelijk en goed leesbaar zijn, over Handel in het Oude Nabije Oosten: Egypte, de Hettieten, Palestina en Mesopotamie. Handel is een van de oudste bezigheden van de mensheid, want niet iedereen kan alles wat hij nodig heeft als eenling produceren of verkrijgen, en als sociaal wezen heeft de mens dus al vroeg de taken verdeeld om in zijn behoeften te voorzien. Handel is per definitie een sociale bezigheid, want het veronderstelt een wederzijdse handeling tussen minstens twee personen. Omdat handel ingrijpt in zoveel aspecten van de maatschappij, en we de oude maatschappijen willen doorgronden, is het noodzakelijk ons ook een beeld te vormen van hoe handel functioneerde in het Oude Nabije Oosten. Dat we daarbij regionale verschillen tegenkomen spreekt voor zich.

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Marking systems such as masons' marks, property marks, pot marks, quarry marks and team marks confront us with the large variation in the use of graphic signs. They are often similar to writing, yet they are not script in the strictest sense of the word. The practical purposes of marks include claims to property and responsibilities, both individual and collective, for which also regular scripts are used. The marking systems are seen to operate in combination with writing, but frequently also in isolation. In societies that use writing, the marks appear to be strongly influenced by it: their shapes are often identical and they may be similarly arranged in lines or columns. In this sense the marking systems may be called a pseudo script, for in spite of their resemblance to writing, the signs remain mere pictograms. This volume brings together for the first time the results of research on practical marking systems in ancient Egypt and other cultures, making it possible to define the common characteristics of their appearance and their uses. It is the result of a conference hosted by the Egyptology Department at Leiden University in 2006. The great geographical and chronological range covered by the volume, the sign corpora added to many of the contributions, and the indices also make it the first important reference work on this intriguing topic.

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What if there were scientific solutions that could wipe out your deepest fears of falling ill, receiving a life-threatening diagnosis, or feeling the effects of ageing? What if you had access to the same cutting-edge tools and technology used by peak performers and the world’s greatest athletes? In a world full of fear and uncertainty about our health, it can be difficult to know where to turn for actionable advice you can trust. Today, leading scientists and doctors in the field of regenerative medicine are developing diagnostic tools and safe and effective therapies that can free you from fear. In this book, Tony Robbins, the world’s number one life and business strategist who has coached more than fifty million people, brings you more than 100 of the world’s top medical minds and the latest research, inspiring comeback stories, and amazing advancements in precision medicine that you can apply today to help extend the length and quality of your life. This book is the result of Robbins going on his own life-changing journey. After being told that his health challenges were irreversible, he experienced firsthand how new regenerative technology not only helped him heal but made him stronger than ever before.Life Force will show you how you can wake up every day with increased energy, a more bulletproof immune system, and the know-how to help turn back your biological clock. This is a book for everyone, from peak performance athletes, to the average person who wants to increase their energy and strength, to those looking for healing. Life Force provides answers that can transform and even save your life, or that of someone you love.

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Although in recent years scholars have explored the cultural construction of masculinity, they have largely ignored the ways in which masculinity intersects with other categories of identity, particularly those of race and ethnicity. The essays in Race and the Subject of Masculinities address this concern and focus on the social construction of masculinity—black, white, ethnic, gay, and straight—in terms of the often complex and dynamic relationships among these inseparable categories.Discussing a wide range of subjects including the inherent homoeroticism of martial-arts cinema, the relationship between working-class ideologies and Elvis impersonators, the emergence of a gay, black masculine aesthetic in the works of James Van der Zee and Robert Mapplethorpe, and the comedy of Richard Pryor, Race and the Subject of Masculinities provides a variety of opportunities for thinking about how race, sexuality, and "manhood" are reinforced and reconstituted in today’s society. Editors Harry Stecopoulos and Michael Uebel have gathered together essays that make clear how the formation of masculine identity is never as obvious as it might seem to be. Examining personas as varied as Eddie Murphy, Bruce Lee, Tarzan, Malcolm X, and Andre Gidé, these essays draw on feminist critique and queer theory to demonstrate how cross-identification through performance and spectatorship among men of different races and cultural backgrounds has served to redefine masculinity in contemporary culture. By taking seriously the role of race in the making of men, Race and the Subject of Masculinities offers an important challenge to the new studies of masculinity.Contributors. Herman Beavers, Jonathan Dollimore, Richard Dyer, Robin D. G. Kelly, Christopher Looby, Leerom Medovoi, Eric Lott, Deborah E. McDowell, José E. Muñoz, Harry Stecopoulos, Yvonne Tasker, Michael Uebel, Gayle Wald, Robyn Wiegman

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This series has been developed specifically for the Cambridge International AS & A Level Mathematics (9709) syllabus to be examined from 2020. Cambridge International AS & A Level Mathematics: Mechanics matches the corresponding unit of the syllabus, with clear and logical progression through. It contains materials on topics such as velocity and acceleration, force and motion, friction, connected particles, motion in a straight line, momentum, and work and energy. This coursebook contains a variety of features including recap sections for students to check their prior knowledge, detailed explanations and worked examples, end-of-chapter and cross-topic review exercises and 'Explore' tasks to encourage deeper thinking around mathematical concepts. Answers to coursebook questions are at the back of the book.

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This book provides a concise overview of the field of radiology physics and its application in everyday practice. Beginning with an introduction to the fundamental concepts and the basics of radiation, the following sections review different techniques, from X-Ray production and ultrasound, to Doppler, mammography, computed tomography, and nuclear medicine procedures. Further topics include complex magnetic resonance concepts, radiation exposure monitoring, single-photon emission computed tomography, and positron emission tomography. Enhanced by radiological images and illustrations, each chapter explains the principles, function, application and limitations of the radiological technique in question. Key points Concise review of the field of radiology physics Covers complete range of radiology techniques, from basic to more complex Principles, function, application and limitations of each technique explained in detail Includes radiological images and illustrations to enhance learning

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Magnetic resonance imaging (MRI) is a type of scan that uses strong magnetic fields and radio waves to produce detailed images of the inside of the body. An MRI scanner is a large tube that contains powerful magnets. A patient lies inside the tube during the scan (NHS Choices). Part of the Jaypee Gold Standard Mini Atlas Series, this book is a comprehensive guide to MRI. Beginning with an introduction to the history and physics of MRI, each of the following sections discusses imaging and diagnosis of diseases in different areas of the body. MRI images for each condition are preceded by text summarising the disease, ultrasound and CT findings and important MRI findings to help clinicians interpret and make accurate diagnoses. The final sections list MR terms and acronyms. Key points Part of the Jaypee Gold Standard Mini Atlas Series Comprehensive guide to Magnetic Resonance Imaging (MRI) Presents MRI images with descriptive text for numerous diseases Includes lists of key MR terms and acronyms

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Transform! 2020 explores the future of Europe in the emerging multipolar world. What is the impact of the global crisis of hegemony? What is at stake for democracy and labour and what opportunities are opening up for political and social subjects in the era of digital capitalism? Can art and history still provide some answers? For the transformation of this brave new world there needs to be a continuous battle for the hegemony of left emancipatory ideas, which is impossible without a concrete analysis of the present situation. It is to this effort that transform! 2020 hopes to contribute. transform! 2020 is the sixth of an annual series reporting on and analysing European political and social developments. transform! europe is a network of 34 organizations from 22 European countries, active in the areas of political education and critical social analysis.

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This book gathers outstanding research papers presented at the International Conference on Intelligent Vision and Computing (ICIVC 2021), held online during October 03–04, 2021. ICIVC 2021 is organised by Sur University, Oman. The book presents novel contributions in intelligent vision and computing and serves as reference material for beginners and advanced research. The topics covered are intelligent systems, intelligent data analytics and computing, intelligent vision and applications collective intelligence, soft computing, optimization, cloud computing, machine learning, intelligent software, robotics, data science, data security, big data analytics, and signal natural language processing.

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