In a world where data-driven decisions can lead to changes in the land in health care, "Essentials of Healthcare Analytics" is the unique source of how to leverage that data to deliver better care at a lower cost and with better margins. This book delves deep into the great yet critical role that analytics play in health care and looks forward to how the technologies, methodologies, and best practices in this field are set to have their future defined. It could entail such diverse topics as foundational concepts through advanced applications, data integration, predictive modeling, and real-time analytics. Learn how to leverage state-of-the-art tools such as Python and R in data analysis and find out how machine learning and AI have changed patient care, personalized medicine, and healthcare management. Whether you are a working professional in healthcare, a data analyst, or a student who seeks to break into such an exciting field, Essentials of Healthcare Analytics will prepare you with knowledge and the right skill set to negotiate the complexities of healthcare through data and make this knowledge actionable for informed decisions. Embrace the future of healthcare with the deep understanding of how analytics can drive your organization towards innovation and efficiency.

Improve patient outcomes, lower costs, reduce fraud—all with healthcare analytics Healthcare Analytics for Quality and Performance Improvement walks your healthcare organization from relying on generic reports and dashboards to developing powerful analytic applications that drive effective decision-making throughout your organization. Renowned healthcare analytics leader Trevor Strome reveals in this groundbreaking volume the true potential of analytics to harness the vast amounts of data being generated in order to improve the decision-making ability of healthcare managers and improvement teams. Examines how technology has impacted healthcare delivery Discusses the challenge facing healthcare organizations: to leverage advances in both clinical and information technology to improve quality and performance while containing costs Explores the tools and techniques to analyze and extract value from healthcare data Demonstrates how the clinical, business, and technology components of healthcare organizations (HCOs) must work together to leverage analytics Other industries are already taking advantage of big data. Healthcare Analytics for Quality and Performance Improvement helps the healthcare industry make the most of the precious data already at its fingertips for long-overdue quality and performance improvement.

“Essential Concepts and Techniques of AI & ML” is a comprehensive textbook designed to demystify the complexities of Artificial Intelligence and Machine Learning for learners at all levels. The book covers a broad spectrum of topics, starting with an overview of the history and evolution of AI and ML, and progressing to advanced techniques and applications. Readers will explore key concepts such as supervised and unsupervised learning, neural networks, data preprocessing, and model evaluation. Each chapter is carefully structured to provide a balance between theory and practice, with numerous examples, illustrations, and hands-on exercises. The book also delves into the ethical considerations surrounding AI and ML, ensuring that readers are aware of the broader implications of these technologies. Additionally, it introduces popular tools and frameworks, offering practical guidance on how to implement AI and ML models. Whether you are pursuing a career in AI and ML or simply want to understand the technologies driving today’s innovations, this textbook offers the essential knowledge and skills needed to navigate and contribute to this dynamic field.

The first COVID-19 case in the US was reported on January 20, 2020. As the first cases were being reported in the US, Washington State became a reliable source not just for hospital bed demand based on incidence and community spread but also for modeling the impact of skilled nursing facilities and assisted living facilities on hospital bed demand. Various hospital bed demand modeling efforts began in earnest across the United States in university settings, private consulting and health systems. Nationally, the University of Washington Institute of Health Metrics and Evaluation seemed to gain a footing and was adopted as a source for many states for its ability to predict the epidemiological curve by state, including the peak. This book therefore addresses a compelling need for documenting what has been learned by the academic and professional healthcare communities in healthcare analytics and disaster preparedness to this point in the pandemic. What is clear, at least from the US perspective, is that the healthcare system was unprepared and uncoordinated from an analytics perspective. Learning from this experience will only better prepare all healthcare systems and leaders for future crisis. Both prospectively, from a modeling perspective and retrospectively from a root cause analysis perspective, analytics provide clarity and help explain causation and data relationships. A more structured approach to teaching healthcare analytics to students, using the pandemic and the rich dataset that has been developed, provides a ready-made case study from which to learn and inform disaster planning and preparedness. The pandemic has strained the healthcare and public health systems. Researchers and practitioners must learn from this crisis to better prepare our processes for future pandemics, at minimum. Finally, government officials and policy makers can use this data to decide how best to assist the healthcare and public health systems in crisis.

This book focuses on recent advances and different research areas in multi-modal data fusion under healthcare informatics and seeks out theoretical, methodological, well-established and validated empirical work dealing with these different topics. This book brings together the latest industrial and academic progress, research, and development efforts within the rapidly maturing health informatics ecosystem. Contributions highlight emerging data fusion topics that support prospective healthcare applications. The book also presents various technologies and concerns regarding energy aware and secure sensors and how they can reduce energy consumption in health care applications. It also discusses the life cycle of sensor devices and protocols with the help of energy-aware design, production, and utilization, as well as the Internet of Things technologies such as tags, sensors, sensing networks, and Internet technologies. In a nutshell, this book gives a comprehensive overview of the state-of-the-art theories and techniques for massive data handling and access in medical data and smart health in IoT, and provides useful guidelines for the design of massive Internet of Medical Things.

This easy-to-understand pocketbook in the highly respected Clark’s series of diagnostic imaging texts introduces students and practitioners to the concepts of management, leadership and business planning, and outlines the knowledge and skills required to maintain the daily functioning of a medical imaging and radiotherapy department. Recognising that the transition from clinical radiographer to team lead or manager can be challenging, the book provides a good knowledge of management functions that will assist in this development and enable further progression into operational management roles. Clark’s Essential Guide to Operational Management and Business Practice in Medical Imaging and Radiotherapy takes the systematic approach adopted within books in the Clark's series and is designed to be clear and consistent, introducing the reader to differing concepts of management. All involved in managing imaging delivery and practice, no matter what the area of service, will benefit greatly from this publication.

Unlock the Future of Managed Healthcare Technology Are you ready to revolutionize your career in technology and managed healthcare? "Essential Managed Health Care Training for Technology Professionals" is your ultimate companion, spanning three volumes packed with indispensable knowledge and practical insights. Whether you are a Software Developer, Manager, Business Systems Analyst, Quality Assurance Tester, or Technical Analyst, this comprehensive series is tailored to propel your success in the fast-paced world of managed healthcare. What You'll Discover: - Comprehensive Coverage: From foundational principles to advanced strategies, delve into every facet of managed healthcare technology. - Real-World Applications: Learn through practical examples and solutions that illustrate key concepts and challenges faced in the field. These examples are backed by the associated data models and tables' referential integrity which gives you an insight into the managed healthcare business model. Remember: Companies prioritize technology professionals who understand their business model over those who excel in using specific tools but lack comprehension of the business model itself. Understanding the business model is crucial for technology professionals to align their skills effectively with the company's strategic goals and operational needs. - Strategic Guidance: Gain the skills and expertise necessary to innovate, optimize processes, and deliver impactful solutions within healthcare settings. - Career Advancement: Position yourself as a leader and valuable asset in the managed healthcare sector with practical skills and industry-specific knowledge. Why Choose This Series? Written by an expert with deep industry experience, "Essential Managed Health Care Training for Technology Professionals" equips you with the tools to navigate the complexities of healthcare technology. Whether you're aiming to enhance your current role, transition into healthcare technology, or lead transformative projects, this series provides the roadmap to achieve your goals. Take the Next Step: Join the ranks of professionals shaping the future of healthcare technology. Equip yourself with the knowledge and skills needed to thrive in a rapidly evolving industry. Discover how you can make a difference and drive innovation with "Essential Managed Health Care Training for Technology Professionals." About the author: Steve Bate has extensive experience in managed healthcare technology spanning several years. He started his career as a Senior Programmer Analyst, focusing on supporting, configuring, and developing managed healthcare application groups within TriZetto Facets, a leading managed healthcare platform that has dominated the market for years. Over time, he advanced through roles such as Lead Programmer Analyst, data modeler, Data Architect, and Enterprise Data Architect before transitioning to management several years ago. Steve has accumulated substantial expertise in the field, making significant contributions to various managed healthcare organizations, including positions at Blue Cross Blue Shield in Rhode Island and Buffalo, New York.

In an era where the Internet of Things (IoT) has become ingrained in every aspect of our lives, securing these interconnected systems is more crucial than ever. "IoT Security Mastery: Essential Best Practices for the Internet of Things" offers a comprehensive guide to understanding and implementing effective security measures in the IoT ecosystem. From navigating the complexities of IoT architectures to identifying and mitigating potential threats, this book covers it all. Readers will gain insights into cryptography fundamentals tailored for IoT, strategies for secure network communications, and techniques for robust authentication and access control. The book further delves into secure boot and firmware management, security analytics, and the intricacies of IoT security policies and regulations. With an array of best practices and real-world case studies, this book serves as an essential resource for cybersecurity professionals, IT managers, policymakers, and academicians. Whether you’re a seasoned security expert or new to the field of IoT, this book provides the knowledge and tools needed to protect your IoT environments against evolving cyber threats. Embrace the future of IoT with confidence by mastering the art and science of IoT security with this authoritative guide.

Key Terms; Discussion Questions; References; Chapter 2 HIS Scope, Definition, and Conceptual Model; Learning Objectives; Introduction; HIS Uses in Organizational and Community Settings; Summary; Key Terms; Discussion Questions; References; Section II: Systems and Management; Chapter 3 HIS Strategic Planning; Learning Objectives; Introduction; HIS Strategy: Organizational Strategy as Its Roadmap; HIS Strategy: Where Do We Begin?; Why HIS Strategy Matters; HIS and Technology Strategy: Advancing Public Health; HIS and Technology Strategy: Architecture Builds a Strong House.