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Today's healthcare organizations must focus on a lot more than just the health of their clients. The infrastructure it takes to support clinical-care delivery continues to expand, with information technology being one of the most significant contributors to that growth. As companies have become more dependent on technology for their clinical, administrative, and financial functions, their IT departments and expenditures have had to scale quickly to keep up. However, as technology demands have increased, so have the options for reliable infrastructure for IT applications and data storage. The one that has taken center stage over the past few years is cloud computing. Healthcare researchers are moving their efforts to the cloud because they need adequate resources to process, store, exchange, and use large quantities of medical data.Cloud Computing in Medical Imaging covers the state-of-the-art techniques for cloud computing in medical imaging, healthcare technologies, and services. The book focuses onMachine-learning algorithms for health data securityFog computing in IoT-based health careMedical imaging and healthcare applications using fog IoT networksDiagnostic imaging and associated servicesImage steganography for medical informaticsThis book aims to help advance scientific research within the broad field of cloud computing in medical imaging, healthcare technologies, and services. It focuses on major trends and challenges in this area and presents work aimed to identify new techniques and their use in biomedical analysis.
Get up to speed with Prometheus, the metrics-based monitoring system used by tens of thousands of organizations in production. This practical guide provides application developers, sysadmins, and DevOps practitioners with a hands-on introduction to the most important aspects of Prometheus, including dashboarding and alerting, direct code instrumentation, and metric collection from third-party systems with exporters.This open source system has gained popularity over the past few years for good reason. With its simple yet powerful data model and query language, Prometheus does one thing, and it does it well. Author and Prometheus developer Brian Brazil guides you through Prometheus setup, the Node exporter, and the Alertmanager, then demonstrates how to use them for application and infrastructure monitoring.Know where and how much to apply instrumentation to your application codeIdentify metrics with labels using unique key-value pairsGet an introduction to Grafana, a popular tool for building dashboardsLearn how to use the Node Exporter to monitor your infrastructureUse service discovery to provide different views of your machines and servicesUse Prometheus with Kubernetes and examine exporters you can use with containersConvert data from other monitoring systems into the Prometheus format
The textbook explores fundamental security theories that govern common software security technical issues. It teaches how to implement security solutions using popular software packages. It touches upon a wide range of cybersecurity domains, ranging from malware to biometrics and more.
This book will resonate with anyone no matter where you reside on this journey, whether newbie or old guard. If you want to be part of this change, you need to understand all about the messy middle that Leda so expertly describes in this book. If you read this book and it doesn't resonate, then I suggest you think about stepping aside. - Curt Queyrouze, President, Coastal Community BankThe world is going digital, and so is banking-in fits, starts, and circles. Why is it so hard? Why is the industry constantly getting in the way of its own technological progress and what can we do about it all? This book looks at the human and structural obstacles to innovation-driven transformation and at the change in habits, mindsets and leadership needed for the next stage of the digital journey and argues that this change will be brought about, not by external heroes and saviours, not by a generation yet to be born, but people just like us. People who understand the industry and its quirks. Bankers who have the grit, determination and energy to drive change. Bankers like us.This book celebrates and chronicles the shared experience of bankers like us. It starts with a 'this is who we are' piece, including the author's trench credentials. It then presents an overview of corporate culture (this is what we deal with and a few ideas on how to handle it), as well as a piece on why transformation is so difficult and so many get it wrong; a piece on the challenges our lack of diversity brings or compounds, and a hopeful look-ahead on what a team of principled, dedicated folks can do despite everything.
Operations Research methods are used frequently in every field of modern life like industry, economy and medicine. This book brings together the latest advances of these methods.
The book provides the complete strategic understanding requisite to allow a person to create and use the RMF process recommendations for risk management. This will be the case both for applications of the RMF in corporate training situations, as well as for any individual who wants to obtain specialized knowledge in organizational risk managemen
Focuses on fundamental concepts of gathering, processing, analyzing the dataset from rich healthcare and biomedical sources. Covers interdisciplinary techniques such as data science, deep learning, statistics, big data analytics, smart devices, computer vision and IoT.
This book highlights success stories and challenges to implementing health IT standards. The narrative of each chapter demonstrates how standards further interoperable health data exchange, especially in the service of advancing tools to monitor population health. These are critical stories that demonstrate to an international community of health and IT experts how to bring the right stakeholders together and bridge classic divides between software architects and clinical end users, health system decision-makers and standard authors.
This new volume provides an overview of the Internet of Things along with its architectures, its vital technologies, and their uses in our daily life. The book explores the integration of IoT with other emerging technologies, such as blockchain and cloud. Topics in the volume cover the many powerful features and applications of IoT, such as for weather forecasting, in agriculture, in medical science, in surveillance systems, and much more.The first section of the book covers many of the issues and challenges that arise from the Internet of Things (IoT), exploring security challenges, such as attack detection and prevention systems, as well as energy efficiency and resource management in IoT. The volume also introduces the use of IoT and smart technology in agricultural management, in healthcare diagnosis and monitoring, and in the financial industry. Chapters also focus on surveillance network technology, the technology shift from television to video streaming apps, using IoT-fog computing for smart healthcare, detection of anomalies in climate conditions, and even detection of illegal wood logging activity.
The fourth industrial revolution, Industry 4.0, is changing the world around us. Education is not immune to these changes. This contributed book presents advanced technologies and applications for Education 4.0.
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