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Key Digital Trends Shaping the Future of Information and Management Science: Proceedings of 5th International Conference on Information Systems and Management Science (ISMS) 2022 (Lecture Notes in Networks and Systems #671)
by Sanjay Misra Deepak Singh Lalit Garg Nishtha Kesswani Joseph G. Vella Imene Brigui Dilip Singh SisodiaThis book (proceedings of ISMS 2022) is intended to be used as a reference by students and researchers who collect scientific and technical contributions with respect to models, tools, technologies and applications in the field of information systems and management science. This textbook shows how to exploit information systems in a technology-rich management field. The book introduces concepts, principles, methods, and procedures that will be valuable to students and scholars in thinking about existing organization systems, proposing new systems, and working with management professionals in implementing new information systems.
Key Digital Trends in Artificial Intelligence and Robotics: Proceedings of 4th International Conference on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR) 2022 - Progress in Algorithms and Applications of Deep Learning (Lecture Notes in Networks and Systems #670)
by Alfredo Vaccaro Luigi Troiano Nishtha Kesswani Irene Díaz Rodriguez Imene Brigui David Pastor-EscuredoThe book (proceedings of the 4th International Conference on Deep Learning, Artificial Intelligence and Robotics (ICDLAIR) 2022) introduces key topics from artificial intelligence algorithms and programming organisations and explains how they contribute to health care, manufacturing, law, finance, retail, real estate, accountancy, digital marketing, and various other fields. Although artificial intelligence (AI) has generated a lot of hype over the past ten years, these consequences on how we live, work, and play are still in their infancy and will likely have a significant impact in the future. The supremacy of AI in areas like speech and picture recognition, navigational apps, personal assistants for smartphones, ride-sharing apps, and many other areas is already well established. The book is primarily meant for academics, researchers, and engineers who want to employ AI applications to address real-world issues. The authors hope that businesses and technology creators will also find it appealing to utilise in industry.
Key Technologies for On-Demand 6G Network Services (Wireless Networks)
by Jing Wang Qi Qi Jianxin Liao Bo He Jingyu WangThis book delves into the confluence of AI and the transformative potential it holds for the future of 6G network services. It uncovers how the integration of AI technologies as well as redefines the landscape of network management and control. This book also offers a new paradigm for delivering on-demand services that are immersive, personalized and of ultimate performance. A detailed exploration of AI-driven network management systems is presenting in this book, discussing the development of knowledge-defined networking, the construction of all-scenario on-demand service systems and the critical role of network management and control in achieving 6G’s vision. This book begins by examining the historical evolution of communication networks and the pivotal shift towards technology-driven demands in the 6G era. It outlines the book’s coverage of the foundational theories, wireless technologies as well as network architectures that will underpin the next generation of mobile services. Further, this book provides a comprehensive analysis of the key technologies required to support 6G on-demand services, such as trusted and autonomous access control, intelligent resource allocation and service capability coordination. It discusses the challenges and opportunities in developing a network that is not only high-performing but also adaptable to a wide range of applications, from personal use to industrial and agricultural production, and public services. This book targets advanced-level students and researchers working in this field serving as both a technical guide and a visionary outlook on the role of AI in shaping 6G networks. It also offers insights into the research, development, and potential applications of AI in network services, making it an invaluable resource for professionals, who understand or contribute to the advancement of 6G technologies.
Key Technologies of High Frequency Wireless Communications
by Kai Yang Neng Ye Jianguo Li Jianxiong Pan Yujie LinThis book provides solutions to some of the issues present in the physical layer of current high-frequency wireless communication systems. It reviews the development history of high-frequency wireless communication systems, pinpoints certain existing problems in contemporary high-frequency communication systems, and proposes solutions. The 6th Generation Mobile Networks (6G) is based on terrestrial cellular networks and integrates satellite communication, drone communication, and marine communication to form an integrated air-ground-sea network, providing comprehensive coverage, high speed, high security, and multifunctional communication solutions. High-frequency wireless communication, represented by millimeter-wave and terahertz communications, offers a wide available spectrum and high transmission rates, making it a highly promising broadband wireless access technology in 6G. To achieve higher transmission rates (Tbps level), lower transmission latency (millisecond level), higher security performance (physical layer security), and stronger hardware integration (communication-sensing integration), high-frequency wireless transmission faces many challenges due to characteristics such as short wavelengths, high path loss, and weak components. These challenges include: Large link attenuation and poor coverage in high-frequency wireless communication systems, resulting in low spectrum efficiency for edge users.Low output power, poor linearity, and low efficiency of high-frequency power amplifiers, making it difficult to achieve long-distance transmission of wideband signals.High sidelobe energy in high-frequency multi-user secure transmission, leading to unfocused spatial regions and low transmission efficiency.Independent design functions and high information processing delay in high-frequency communication and sensing, causing wastage of spectrum resources and hardware resources.To address these challenges, the author has conducted innovative work aimed at improving the spectrum efficiency, power amplifier efficiency, transmission efficiency, and processing efficiency of high-frequency wireless transmission. The research findings have been published in high-impact journals such as IEEE Transactions on Vehicular Technology, Microwave Theory and Techniques, Broadcasting, IEEE Sensors Journal, and IEEE Wireless Communications Letters. Based on these foundations, this book is dedicated to discussing efficient transmission technology for high-frequency wireless communications with a focus on 6G. The book addresses fields such as signal processing, spectrum management, and high-efficiency sustainable communications. It is highly recommended for academic researchers, students, and engineers in wireless communication, terahertz communication, and electronic information fields.
Key Technologies of Intelligentized Welding Manufacturing: The Spectral Diagnosis Technology for Pulsed Gas Tungsten Arc Welding of Aluminum Alloys (Transactions on Intelligent Welding Manufacturing)
by Shanben Chen Yiming HuangThis book presents the recent research results of the application of arc spectrum in the welding process. It sheds light on the fundamentals of monitoring welding quality using arc spectral information. By analyzing the topic both from a global and local perspective, it establishes a knowledge base of features characterizing welding statuses. Researchers, scientists and engineers in the field of intelligent welding can benefit from the book. As such, this book provides valuable knowledge, useful methods, and practical algorithms that are applicable in real-time detection of welding defects.
Key Technologies of Intelligentized Welding Manufacturing: Visual Sensing of Weld Pool Dynamic Characters and Defect Prediction of GTAW Process
by Jian Chen Zhili Feng Zongyao ChenThis book describes the application of vision-sensing technologies in welding processes, one of the key technologies in intelligent welding manufacturing. Gas tungsten arc welding (GTAW) is one of the main welding techniques and has a wide range of applications in the manufacturing industry. As such, the book also explores the application of AI technologies, such as vision sensing and machine learning, in GTAW process sensing and feature extraction and monitoring, and presents the state-of-the-art in computer vision, image processing and machine learning to detect welding defects using non-destructive methods in order to improve welding productivity. Featuring the latest research from ORNL (Oak Ridge National Laboratory) using digital image correlation technology, this book will appeal to researchers, scientists and engineers in the field of advanced manufacturing.
Keyboarding with Computer Applications: Lessons 1-150
by Jack E. Johnson Delores Sykes Cotton Carole Glosup Stanley Judith Chiri-MulkeyThis book will appeal to every student. All elements, including the courseware, textbook, and student software manuals are fully integrated to provide students with the total learning experience.
Keyboarding and Information Processing (Book One) (Sixth Edition)
by Jack P. Hoggatt Jon A. Shank Jerry W. Robinson Amanda Robinson Lee R. Beaumont T. James CrawfordIn today's world of people doing business anytime, anywhere from PC's and laptops, proper keyboarding skills are essential. While solid keyboarding skills never change, the applications and software do. That's why Century 21 Keyboarding not only teaches users the fundamentals, it also keeps them current with new technology-a reputation it's held for more than 75 years.
Keyboarding and Word Processing Essentials: Microsoft Word 2010 (18th Edition)
by Susie H. Vanhuss Connie M. Forde Donna L. WooThe Eighteenth Edition of KEYBOARDING AND WORD PROCESSING ESSENTIALS, LESSONS 1-55 uses proven techniques to help readers master the keyboarding and formatting skills they need for career success-from initial new-key learning to expertise in formatting business documents with Microsoft Word 2010. South-Western College Keyboarding offers a proven, time-tested approach that helps readers develop a strong foundation in basic keyboarding, steadily improve their skills, and rapidly become proficient in document formatting and business communication. Each lesson is clearly focused, well structured, and designed to provide step-by-step training and reinforcement to help readers quickly acquire and apply new skills. This one-book solution includes 55 lessons, documents, and software instructions within a space-saving easel-back format.
Keyboarding with Computer Applications
by Jack E. Johnson Delores Sykes Cotton Judith Chiri-Mulkey Carole G. StanleyKeyboarding, Word Processing, Spreadsheets, Desktop Publishing, Databases.
Keyboarding, Word Processing, & Communication: Using Microsoft® Office Word and Outlook 2007
by Pearson EducationNIMAC-sourced textbook
Keycloak - Identity and Access Management for Modern Applications: Harness the power of Keycloak, OpenID Connect, and OAuth 2.0 protocols to secure applications
by Stian Thorgersen Pedro Igor SilvaLearn to leverage the advanced capabilities of Keycloak, an open-source identity and access management solution, to enable authentication and authorization in applicationsKey FeaturesGet up to speed with Keycloak, OAuth 2.0, and OpenID Connect using practical examplesConfigure, manage, and extend Keycloak for optimized securityLeverage Keycloak features to secure different application typesBook DescriptionImplementing authentication and authorization for applications can be a daunting experience, often leaving them exposed to security vulnerabilities. Keycloak is an open-source solution for identity management and access management for modern applications. Keycloak - Identity and Access Management for Modern Applications is a comprehensive introduction to Keycloak, helping you get started with using it and securing your applications. Complete with hands-on tutorials, best practices, and self-assessment questions, this easy-to-follow guide will show you how to secure a sample application and then move on to securing different application types. As you progress, you will understand how to configure and manage Keycloak as well as how to leverage some of its more advanced capabilities. Finally, you'll gain insights into securely using Keycloak in production. By the end of this book, you will have learned how to install and manage Keycloak as well as how to secure new and existing applications.What you will learnUnderstand how to install, configure, and manage KeycloakSecure your new and existing applications with KeycloakGain a basic understanding of OAuth 2.0 and OpenID ConnectUnderstand how to configure Keycloak to make it ready for production useDiscover how to leverage additional features and how to customize Keycloak to fit your needsGet to grips with securing Keycloak servers and protecting applicationsWho this book is forDevelopers, sysadmins, security engineers, or anyone who wants to leverage Keycloak and its capabilities for application security will find this book useful. Beginner-level knowledge of app development and authentication and authorization is expected.
Keycloak - Identity and Access Management for Modern Applications: Harness the power of Keycloak, OpenID Connect, and OAuth 2.0 to secure applications
by Stian Thorgersen Pedro Igor SilvaGain a practical understanding of Keycloak to enable authentication and authorization in applications while leveraging the additional features provided by Keycloak. Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesA beginners’ guide to Keycloak focussed on understanding Identity and Access ManagementImplement authentication and authorization in applications using Keycloak 22Utilize Keycloak in securing applications developed by you and the existing applications in your enterpriseBook DescriptionThe second edition of Keycloak - Identity and Access Management for Modern Applications is an updated, comprehensive introduction to Keycloak and its updates. In this new edition, you will learn how to use the latest distribution of Keycloak. The recent versions of Keycloak are now based on Quarkus, which brings a new and improved user experience and a new admin console with a higher focus on usability. You will see how to leverage Spring Security, instead of the Keycloak Spring adapter while using Keycloak 22. As you progress, you’ll understand the new Keycloak distribution and explore best practices in using OAuth. Finally, you'll cover general best practices and other information on how to protect your applications. By the end of this new edition, you’ll have learned how to install and manage the latest version of Keycloak to secure new and existing applications using the latest features.What you will learnUnderstand how to install, configure, and manage the latest version of KeycloakDiscover how to obtain access tokens through OAuth 2.0Utilize a reverse proxy to secure an application implemented in any programming language or frameworkSafely manage Keycloak in a production environmentSecure different types of applications, including web, mobile, and native applicationsDiscover the frameworks and third-party libraries that can expand KeycloakWho this book is forThis book is for developers, sysadmins, security engineers, or anyone who wants to leverage Keycloak and its capabilities for application security. Basic knowledge of app development, authentication, and authorization is expected.
Keyshot 3D Rendering
by Jei Lee JoThe book includes a series of step-by-step illustrated tutorials supported by a detailed explanation for each aspect of the 3D rendering procedure. Some of the procedures or steps may be omitted if they have been previously explained in an exercise or chapter. "Keyshot 3D Rendering" is ideal for beginners and professionals who are involved with product development, entertainment, and industrial design. It is recommended for readers who already have some level of experience with 3D modelling, texturing, and rendering applications.
Keyword-Design in der Suchmaschinenwerbung: Konzeptionelle Grundlagen und empirische Untersuchungen im Online-Handel (Marketing und Marktorientierte Unternehmensführung)
by Nadine AmplerDieses Werk analysiert anhand von Realdaten eines deutschen Online-Händlers die Gestaltung von Keywords in der Suchmaschinenwerbung . Durch umfassende empirische Untersuchungen werden sowohl absolute als auch relative Zielgrößen betrachtet, wobei der Einfluss von inhaltlichen, formalen und wettbewerbsbezogenen Gestaltungskriterien untersucht wird. Neben der Untersuchung der verschiedenen Gestaltungskriterien wird das Suchvolumen der im Keyword beworbenen Produktarten als differenzierende Variable berücksichtigt. Die Ergebnisse bieten Werbetreibenden wertvolle Erkenntnisse und Handlungsempfehlungen, um ihre Keywordgestaltung gezielt auf das Suchvolumen der beworbenen Produktarten auszurichten.
Keywords In and Out of Context (Synthesis Lectures on Information Concepts, Retrieval, and Services)
by Betsy Van MartensThis book explores the rich history of the keyword from its earliest manifestations (long before it appeared anywhere in Google Trends or library cataloging textbooks) in order to illustrate its implicit and explicit mediation of human cognition and communication processes. The author covers the concept of the keyword from its deictic origins in primate and proto-speech communities, through its development within oral traditions, to its initial appearances in numerous graphical forms and its workings over time within a variety of indexing traditions and technologies. The book follows the history all the way to its role in search engine optimization and social media strategies and its potential as an element in the slowly emerging semantic web, as well as in multiple voice search applications. The author synthesizes different perspectives on the significance of this often-invisible intermediary, both in and out of the library and information science context, helping readers to understand how it has come to be so embedded in our daily life.This book: Provides a thorough history of the keyword, from primate and proto-speech communities to current timesExplains how the concept of the keyword relates to human cognition and communication processesHighlights the applications of the keyword, both in and out of the library and information science context
Khnum-Ptah To Computer: The African Initialization of Computer Science
by African Creation EnergyKhnum-Ptah to Computer presents a comparative analysis between a variety of concepts, customs, cosmologies, and practices found in African Cultures to topics related to the field of Computer Science. The African origin of Binary Code, Logic, Computers, Programming, Robotics, Cyborgs, Androids, Virtual Reality, Artificial Intelligence, and Transhumanism are examined using Sound Right Reason to show a relationship between two dichotomies that have more in common than what meets the eye.
Kibana 7 Quick Start Guide: Visualize your Elasticsearch data with ease
by Anurag SrivastavaA quick start guide to visualize your Elasticsearch data Key Features Your hands-on guide to visualizing the Elasticsearch data as well as navigating the Elastic stack Work with different Kibana plugins and create effective machine learning jobs using Kibana Build effective dashboards and reports without any hassle Book Description The Elastic Stack is growing rapidly and, day by day, additional tools are being added to make it more effective. This book endeavors to explain all the important aspects of Kibana, which is essential for utilizing its full potential. This book covers the core concepts of Kibana, with chapters set out in a coherent manner so that readers can advance their learning in a step-by-step manner. The focus is on a practical approach, thereby enabling the reader to apply those examples in real time for a better understanding of the concepts and to provide them with the correct skills in relation to the tool. With its succinct explanations, it is quite easy for a reader to use this book as a reference guide for learning basic to advanced implementations of Kibana. The practical examples, such as the creation of Kibana dashboards from CSV data, application RDBMS data, system metrics data, log file data, APM agents, and search results, can provide readers with a number of different drop-off points from where they can fetch any type of data into Kibana for the purpose of analysis or dashboarding. What you will learn Explore how Logstash is configured to fetch CSV data Understand how to create index patterns in Kibana Become familiar with how to apply filters on data Discover how to create ML jobs Explore how to analyze APM data from APM agents Get to grips with how to save, share, inspect, and edit visualizations Understand how to find an anomaly in data Who this book is for Kibana 7 Quick Start Guide is for developers new to Kibana who want to learn the fundamentals of using the tool for visualization, as well as existing Elastic developers.
Kibana Essentials
by Yuvraj GuptaUse the functionalities of Kibana to discover data and build attractive visualizations and dashboards for real-world scenariosAbout This BookPerform real-time data analytics and visualizations, on streaming data, using KibanaBuild beautiful visualizations and dashboards with simplicity and ease without any type of coding involvedLearn all the core concepts as well as detailed information about each component used in KibanaWho This Book Is ForWhether you are new to the world of data analytics and data visualization or an expert, this book will provide you with the skills required to use Kibana with ease and simplicity for real-time data visualization of streaming data.This book is intended for those professionals who are interested in learning about Kibana,its installations, and how to use it . As Kibana provides a user-friendly web page, no prior experience is required.What You Will LearnUnderstand the basic concepts of elasticsearch used in Kibana along with step by step guide to install Kibana in Windows and UbuntuExplore the functionality of all the components used in Kibana in detail, such as the Discover, Visualize, Dashboard,and Settings pagesAnalyze data using the powerful search capabilities of elasticsearchUnderstand the different types of aggregations used in Kibana for visualizationCreate and build different types of amazing visualizations and dashboards easilyCreate, save, share, embed, and customize the visualizations added to the dashboardCustomize and tweak the advanced settings of Kibana to ensure ease of useIn DetailWith the increasing interest in data analytics and visualization of large data around the globe, Kibana offers the best features to analyze data and create attractive visualizations and dashboards through simple-to-use web pages. The variety of visualizations provided, combined with the powerful underlying elasticsearch capabilities will help professionals improve their skills with this technology.This book will help you quickly familiarize yourself to Kibana and will also help you to understand the core concepts of this technology to build visualizations easily.Starting with setting up of Kibana and elasticsearch in Windows and Ubuntu, you will then use the Discover page to analyse your data intelligently. Next, you will learn to use the Visualization page to create beautiful visualizations without the need for any coding. Then, you will learn how to use the Dashboard page to create a dashboard and instantly share and embed the dashboards. You will see how to tweak the basic and advanced settings provided in Kibana to manage searches, visualizations, and dashboards. Finally, you will use Kibana to build visualizations and dashboards for real-world scenarios.You will quickly master the functionalities and components used in Kibana to create amazing visualizations based on real-world scenarios. With ample screenshots to guide you through every step, this book will assist you in creating beautiful visualizations with ease.Style and approachThis book is a comprehensive step-by-step guide to help you understand Kibana. It's explained in an easy-to-follow style along with supporting images. Every chapter is explained sequentially , covering the basics of each component of Kibana and providing detailed explanations of all the functionalities of Kibana that appeal.
Kick Ass Social Commerce for E-preneurs: It's Not About Likes--It's About Sales
by John Lawson Debra ScheppIt's not about Likes—it's about sales. You're not alone. Almost all businesses are marketing online these days—everyone tweets, posts to social networks, and blogs. What you're doing now is not enough to make your business stand out. Forget what all the self-proclaimed &“social media gurus" are telling you. Being active on social media and being successful in social commerce are not the same things. Simply getting a bunch of followers or Likes doesn't cut it anymore. In Kick Ass Social Commerce for E-Preneurs, award-winning digital media strategist John Lawson gives you a straight-shooting, no-holds-barred guide to social commerce. In other words, he shows you how to make money online using social media. One of the most-respected and listened-to voices in the worlds of e-commerce and small business, Lawson stands alone because he can actually back up his words. Lawson is a multi-platform PowerSeller, whose internet businesses have rung up millions of dollars in sales. In Kick Ass Social Commerce for E-Preneurs, Lawson and bestselling e-commerce author Debra Schepp take you step-by-step through: Creating a business plan using a simple, effective template, a proven blueprint for all stages of marketing—from start-up to empire Employing the best social commerce strategy for Facebook, Twitter, LinkedIn, YouTube, and the hottest new social media sites Building a thriving e-commerce business and keeping it vibrant and growing What are you waiting for? Read this book and start kicking social commerce ass.
Kickstart Modern Android Development with Jetpack and Kotlin: Enhance your applications by integrating Jetpack and applying modern app architectural concepts
by Catalin GhitaExplore modern Android development in Kotlin 1.6.10 with this condensed hands-on guide to building reliable apps using libraries such as Compose, ViewModel, Hilt, Retrofit, Flow, and moreKey FeaturesExplore Jetpack libraries and other modern technologies for Android developmentImprove the architectural design of your Android appsEnhance the quality of your Android projects' code bases and applications using the latest librariesBook DescriptionWith Jetpack libraries, you can build and design high-quality, robust Android apps that have an improved architecture and work consistently across different versions and devices. This book will help you understand how Jetpack allows developers to follow best practices and architectural patterns when building Android apps while also eliminating boilerplate code. Developers working with Android and Kotlin will be able to put their knowledge to work with this condensed practical guide to building apps with the most popular Jetpack libraries, including Jetpack Compose, ViewModel, Hilt, Room, Paging, Lifecycle, and Navigation. You'll get to grips with relevant libraries and architectural patterns, including popular libraries in the Android ecosystem such as Retrofit, Coroutines, and Flow while building modern applications with real-world data. By the end of this Android app development book, you'll have learned how to leverage Jetpack libraries and your knowledge of architectural concepts for building, designing, and testing robust Android applications for various use cases.What you will learnIntegrate popular Jetpack libraries such as Compose, ViewModel, Hilt, and Navigation into real Android apps with KotlinApply modern app architecture concepts such as MVVM, dependency injection, and clean architectureExplore Android libraries such as Retrofit, Coroutines, and FlowIntegrate Compose with the rest of the Jetpack libraries or other popular Android librariesWork with other Jetpack libraries such as Paging and Room while integrating a real REST API that supports paginationTest Compose UI and the application logic through unit testsWho this book is forThis book is for junior and intermediate-level Android developers looking to level up their Android development skills to develop high-quality apps using Jetpack libraries and other cutting-edge technologies. Beginners with knowledge of Android development fundamentals will also find this book useful. Familiarity with Kotlin is assumed.
Kickstarter For Dummies
by Aimee CebulskiLearn to use Kickstarter to make your great ideas a realityAs a crowd-funding website for creative projects, Kickstarter has the power to make creative ideas come to life. This helpful guide walks you through the potential of this amazing tool, which has helped project creators successfully launch their projects since 2009. You'll learn how to create a Kickstarter account, set up your first project, and effectively use social media to bring awareness to your project and build up the community around it to hopefully reach the goal of 100 percent funding. Explains how to determine if you meet the requirements to create a projectGets you started with creating your first project, choosing a great project image, and write a compelling project title and descriptionHelps you establish rewards for project backersZeroes in on deciding a funding duration and funding goalWhether you have an idea for a movie, video game, gadget or anything in between, Kickstarter For Dummies is the fun and friendly guide to help you get the funds to make your idea happen!
Kid Youtuber 2: From the Creator of Diary of a 6th Grade Ninja (Kid Youtuber #2)
by Marcus Emerson Noah ChildDavy Spencer is still learning the secrets to becoming a superstar YouTuber! In this season, Davy's views skyrocket when he lets Fans decide his next video, but how far will he go to become an internet legend? Answer - VERY, VERY FAR. There’s a food drive at Davy’s school, and the kid who donates the most canned goods by the end of the week wins a super rad bike! Davy promises his Fans a crazy-dangerous stunt with the bike if they help him win it - all they have to do is leave a canned good by his locker with a video idea taped to the top. As the cans pile up, so does Davy’s Fan count, but how high does Davy need to jump to keep his new Fans happy? Kid Youtuber: Hungry for More is a funny children's book for ages 9-12, middle school students, and adults who never grew up. Marcus Emerson is the author of Diary of a 6th Grade Ninja, The Super Life of Ben Braver, and Recess Warriors.
Kidnapping and Abduction: Minimizing the Threat and Lessons in Survival
by Brian John HeardTerrorist groups and organized crime cartels pose an increasing threat of kidnapping throughout many regions in the word. At the same time, international travel has become more commonplace for both business and leisure purposes. Kidnapping and Abduction: Minimizing the Threat and Lessons in Survival provides a practical guide on the precautions tra
Kidney and Kidney Tumor Segmentation: MICCAI 2021 Challenge, KiTS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings (Lecture Notes in Computer Science #13168)
by Nicholas Heller Fabian Isensee Darya Trofimova Resha Tejpaul Nikolaos Papanikolopoulos Christopher WeightThis book constitutes the Second International Challenge on Kidney and Kidney Tumor Segmentation, KiTS 2021, which was held in conjunction with the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021. The challenge took place virtually on September 27, 2021, due to the COVID-19 pandemic. The 21 contributions presented were carefully reviewed and selected from 29 submissions. This challenge aims to develop the best system for automatic semantic segmentation of renal tumors and surrounding anatomy.