| Author | : Robert E. Hoyt |
| Publisher | : Lulu.com |
| Total Pages | : 535 |
| Release | : 2014 |
| Genre | : Computers |
| ISBN | : 1304791106 |
Health Informatics (HI) focuses on the application of Information Technology (IT) to the field of medicine to improve individual and population healthcare delivery, education and research. This extensively updated fifth edition reflects the current knowledge in Health Informatics and provides learning objectives, key points, case studies and references.
| Author | : Sheila P. Englebardt |
| Publisher | : |
| Total Pages | : 612 |
| Release | : 2002 |
| Genre | : Computers |
| ISBN | : |
Informatics - studying the use of computer hardware, software, systematic languages, and data manipulation to collect and apply information - is united with health care in this new interdisciplinary textbook. It focuses on topics in informatics relevant to all fields of health care, in a textbook format complete with chapter outlines, objectives, key terms, and discussion questions. A unique online supplement complements the book to offer complete, electronic support for both instructors and students. Written by experts in health care informatics, this text provides a comprehensive overview of all the major concepts in informatics, discussing trends and innovative strategies from a contemporary, mainstream perspective. Features a unique, interdisciplinary approach to health care informatics, for a well-rounded foundation in working and communicating with many areas of health care Written by an interdisciplinary team of health care professionals who are experts in their respective disciplines Examines all roles and functions of health care - practice, research, education, and administration - in relation to informatics Significant issues and trends in health care informatics are discussed, such as the new regulations regarding the privacy of medical records and related computer security regulations A supplemental online component for instructors and students provides computer-based access to interactive exercises, PowerPoint slides, test questions, and other learning activities Separate chapters address key topics in informatics, including major theories, clinical decision-making, communication approaches, and distributed education A separate chapter explores the history of health care informatics for a background in why and how informatics has developed Learning Objectives focus the readers' attention on essential information in the chapter A Chapter Outline highlights the main chapter concepts, and a Conclusion summarizes key points Key Terms, listed at the beginning of each chapter and bolded throughout, reinforce important terminology Discussion Questions at the end of each chapter challenge readers' critical thinking skills A Glossary includes definitions for each Key Term, for easy access to definitions of important terms An attractive two-color design emphasizes key features and creates an inviting, accessible text.
| Author | : Om Prakash Jena |
| Publisher | : John Wiley & Sons |
| Total Pages | : 434 |
| Release | : 2021-10-19 |
| Genre | : Computers |
| ISBN | : 1119818680 |
COMPUTATIONAL INTELLIGENCE and HEALTHCARE INFORMATICS The book provides the state-of-the-art innovation, research, design, and implements methodological and algorithmic solutions to data processing problems, designing and analysing evolving trends in health informatics, intelligent disease prediction, and computer-aided diagnosis. Computational intelligence (CI) refers to the ability of computers to accomplish tasks that are normally completed by intelligent beings such as humans and animals. With the rapid advance of technology, artificial intelligence (AI) techniques are being effectively used in the fields of health to improve the efficiency of treatments, avoid the risk of false diagnoses, make therapeutic decisions, and predict the outcome in many clinical scenarios. Modern health treatments are faced with the challenge of acquiring, analyzing and applying the large amount of knowledge necessary to solve complex problems. Computational intelligence in healthcare mainly uses computer techniques to perform clinical diagnoses and suggest treatments. In the present scenario of computing, CI tools present adaptive mechanisms that permit the understanding of data in difficult and changing environments. The desired results of CI technologies profit medical fields by assembling patients with the same types of diseases or fitness problems so that healthcare facilities can provide effectual treatments. This book starts with the fundamentals of computer intelligence and the techniques and procedures associated with it. Contained in this book are state-of-the-art methods of computational intelligence and other allied techniques used in the healthcare system, as well as advances in different CI methods that will confront the problem of effective data analysis and storage faced by healthcare institutions. The objective of this book is to provide researchers with a platform encompassing state-of-the-art innovations; research and design; implementation of methodological and algorithmic solutions to data processing problems; and the design and analysis of evolving trends in health informatics, intelligent disease prediction and computer-aided diagnosis. Audience The book is of interest to artificial intelligence and biomedical scientists, researchers, engineers and students in various settings such as pharmaceutical & biotechnology companies, virtual assistants developing companies, medical imaging & diagnostics centers, wearable device designers, healthcare assistance robot manufacturers, precision medicine testers, hospital management, and researchers working in healthcare system.
| Author | : Lyle Berkowitz |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 312 |
| Release | : 2012-11-13 |
| Genre | : Medical |
| ISBN | : 1447143272 |
This book provides an extensive review of what innovation means in healthcare, with real-life examples and guidance on how to successfully innovate with IT in healthcare.
| Author | : Sumeet Dua |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 334 |
| Release | : 2013-12-09 |
| Genre | : Technology & Engineering |
| ISBN | : 3642400175 |
The book is a unique effort to represent a variety of techniques designed to represent, enhance, and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. The book provides a unique compendium of current and emerging machine learning paradigms for healthcare informatics and reflects the diversity, complexity and the depth and breath of this multi-disciplinary area. The integrated, panoramic view of data and machine learning techniques can provide an opportunity for novel clinical insights and discoveries.
| Author | : Stephan P. Kudyba |
| Publisher | : CRC Press |
| Total Pages | : 253 |
| Release | : 2021-01-27 |
| Genre | : Business & Economics |
| ISBN | : 1000330354 |
"This book addresses how health apps, in-home measurement devices, telemedicine, data mining, and artificial intelligence and smart medical algorithms are all enabled by the transition to a digital health infrastructure.....it provides a comprehensive background with which to understand what is happening in healthcare informatics and why."—C. William Hanson, III, MD, Chief Medical Information Officer and Vice President, University of Pennsylvania Health System. "This book is dedicated to the frontline healthcare workers, who through their courage and honor to their profession, helped maintain a reliable service to the population at large, during a chaotic time. These individuals withstood fear and engaged massive uncertainty and risk to perform their duties of providing care to those in need at a time of crisis. May the world never forget the COVID-19 pandemic and the courage of our healthcare workers".—Stephan P. Kudyba, Author Healthcare Informatics: Evolving Strategies in the Digital Era focuses on the services, technologies, and processes that are evolving in the healthcare industry. It begins with an introduction to the factors that are driving the digital age as it relates to the healthcare sector and then covers strategic topics such as risk management, project management, and knowledge management that are essential for successful digital initiatives. It delves into facets of the digital economy and how healthcare is adapting to the geographic, demographic, and physical needs of the population and highlights the emergence and importance of apps and telehealth. It also provides a high-level approach to managing pandemics by applying the various elements of the digital ecosystem. The book covers such technologies as: Computerized physician order entry (CPOE) Clinical Information Systems Alerting systems and medical sensors Electronic healthcare records (EHRs) Mobile healthcare and telehealth. Apps Business Intelligence and Decision Support Analytics Digital outreach to the population Artificial Intelligence The book then closes the loop on the efficiency enhancing process with a focus on utilizing analytics for problem solving for a variety of healthcare processes including the pharmaceutical sector. Finally, the book ends with current and futuristic views on evolving applications of AI throughout the industry.
| Author | : Andreas Holzinger |
| Publisher | : Springer |
| Total Pages | : 503 |
| Release | : 2016-12-09 |
| Genre | : Computers |
| ISBN | : 3319504789 |
Machine learning (ML) is the fastest growing field in computer science, and Health Informatics (HI) is amongst the greatest application challenges, providing future benefits in improved medical diagnoses, disease analyses, and pharmaceutical development. However, successful ML for HI needs a concerted effort, fostering integrative research between experts ranging from diverse disciplines from data science to visualization. Tackling complex challenges needs both disciplinary excellence and cross-disciplinary networking without any boundaries. Following the HCI-KDD approach, in combining the best of two worlds, it is aimed to support human intelligence with machine intelligence. This state-of-the-art survey is an output of the international HCI-KDD expert network and features 22 carefully selected and peer-reviewed chapters on hot topics in machine learning for health informatics; they discuss open problems and future challenges in order to stimulate further research and international progress in this field.
| Author | : Peter Mccaffrey |
| Publisher | : Academic Press |
| Total Pages | : 342 |
| Release | : 2020-07-29 |
| Genre | : Medical |
| ISBN | : 0128149167 |
An Introduction to Healthcare Informatics: Building Data-Driven Tools bridges the gap between the current healthcare IT landscape and cutting edge technologies in data science, cloud infrastructure, application development and even artificial intelligence. Information technology encompasses several rapidly evolving areas, however healthcare as a field suffers from a relatively archaic technology landscape and a lack of curriculum to effectively train its millions of practitioners in the skills they need to utilize data and related tools. The book discusses topics such as data access, data analysis, big data current landscape and application architecture. Additionally, it encompasses a discussion on the future developments in the field. This book provides physicians, nurses and health scientists with the concepts and skills necessary to work with analysts and IT professionals and even perform analysis and application architecture themselves. - Presents case-based learning relevant to healthcare, bringing each concept accompanied by an example which becomes critical when explaining the function of SQL, databases, basic models etc. - Provides a roadmap for implementing modern technologies and design patters in a healthcare setting, helping the reader to understand both the archaic enterprise systems that often exist in hospitals as well as emerging tools and how they can be used together - Explains healthcare-specific stakeholders and the management of analytical projects within healthcare, allowing healthcare practitioners to successfully navigate the political and bureaucratic challenges to implementation - Brings diagrams for each example and technology describing how they operate individually as well as how they fit into a larger reference architecture built upon throughout the book
| Author | : J.A. Magnuson |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 665 |
| Release | : 2013-11-29 |
| Genre | : Medical |
| ISBN | : 1447142373 |
This revised edition covers all aspects of public health informatics and discusses the creation and management of an information technology infrastructure that is essential in linking state and local organizations in their efforts to gather data for the surveillance and prevention. Public health officials will have to understand basic principles of information resource management in order to make the appropriate technology choices that will guide the future of their organizations. Public health continues to be at the forefront of modern medicine, given the importance of implementing a population-based health approach and to addressing chronic health conditions. This book provides informatics principles and examples of practice in a public health context. In doing so, it clarifies the ways in which newer information technologies will improve individual and community health status. This book's primary purpose is to consolidate key information and promote a strategic approach to information systems and development, making it a resource for use by faculty and students of public health, as well as the practicing public health professional. Chapter highlights include: The Governmental and Legislative Context of Informatics; Assessing the Value of Information Systems; Ethics, Information Technology, and Public Health; and Privacy, Confidentiality, and Security. Review questions are featured at the end of every chapter. Aside from its use for public health professionals, the book will be used by schools of public health, clinical and public health nurses and students, schools of social work, allied health, and environmental sciences.
