No-Code Data Science is a revolutionary book that democratizes the application of predictive analytics for organizations of all sizes. This first-of-its-kind textbook book is designed to empower readers with the ability to leverage advanced analytics, machine learning, and AI without using a programming language, such as Python or R. It’s a comprehensive guide to no-code data science (NCDS) that applies free, no-code, and open-source software with Orange visual programming software, JASP, ...

Health Informatics: Practical Guide focuses on the application of information technology in healthcare to improve individual and population health, education and research. The goal of the seventh edition is to stimulate and educate healthcare and IT professionals and students about the key topics in this rapidly changing field. Dr. William Hersh from Oregon Health & Science University is the co-editor and author of multiple chapters. Topics include Health Informatics (HI) overview, electro...

Health informatics (also known as biomedical and health informatics or just plain informatics) is the field concerned with the optimal use of data and information, usually aided by technology, to improve individual health, healthcare, public health, and biomedical research. The goal of this book is to provide a comprehensive introduction to the major areas of the field, both for those who are just beginning their studies or are already working in the field. This 8th edition reflects the cu...

This open access book explores ways to leverage information technology and machine learning to combat disease and promote health, especially in resource-constrained settings. It focuses on digital disease surveillance through the application of machine learning to non-traditional data sources. Developing countries are uniquely prone to large-scale emerging infectious disease outbreaks due to disruption of ecosystems, civil unrest, and poor healthcare infrastructure – and without comprehens...

A “must have” text for all healthcare professionals practicing in the digital age of healthcare.Nursing Informatics for the Advanced Practice Nurse, Second Edition, delivers a practical array of tools and information to show how advanced practice nurses can maximize patient safety, quality of care, and cost savings through the use of technology. Since the first edition of this text, health information technology has only expanded. With increased capability and com...

The practice of modern medicine and biomedical research requires sophisticated information technologies with which to manage patient information, plan diagnostic procedures, interpret laboratory results, and carry out investigations. Biomedical Informatics provides both a conceptual framework and a practical inspiration for this swiftly emerging scientific discipline at the intersection of computer science, decision science, information science, cognitive science, and biom...

This book examines the nature of medical knowledge, how it is obtained, and how it can be used for decision support. It provides complete coverage of computational approaches to clinical decision-making. Chapters discuss data integration into healthcare information systems and delivery to point of care for providers, as well as facilitation of direct to consumer access. A case study section highlights critical lessons learned, while another portion of the work examines biostatistical metho...

With the advent of electronic medical records years ago and the increasing capabilities of computers, our healthcare systems are sitting on growing mountains of data. Not only does the data grow from patient volume but the type of data we store is also growing exponentially. Practical Predictive Analytics and Decisioning Systems for Medicine provides research tools to analyze these large amounts of data and addresses some of the most pressing issues and challenges where data integrity is c...

Principles and Practice of Clinical Research, Fourth Edition has been thoroughly revised to provide a comprehensive look at both the fundamental principles and expanding practice of clinical research. New to this edition of this highly regarded reference, authors have focused on examples that broadly reflect clinical research on a global scale while including a discussion of international regulations, studies, and implications. In addition to key topics such as bioethics, clinical outcome ...

Electronic Health Record: Standards, Coding Systems, Frameworks, and InfrastructuresDiscover How Electronic Health Records Are Built to Drive the Next Generation of Healthcare DeliveryThe increased role of IT in the healthcare sector has led to the coining of a new phrase "health informatics," which deals with the use of IT for better healthcare services. Health informatics applications often involve maintaining the health records ...

Provider-Led Population Health Management: Key Healthcare Strategies in the Cognitive Era, Second Edition draws connections among the new care-delivery models, the components of population health management, and the types of health IT that are required to support those components. The key concept that ties all of this together is that PHM requires a high degree of automation to reach everyone in a population, engage those patients in self-care, and maximize the ch...

The first complete guide to the rapidly expanding field of telehealthFrom email to videoconferencing, telehealth puts real-time healthcare solutions at patients’ and clinicians’ fingertips. Every year, the field continues to evolve, enhancing access to healthcare, supporting clinicians, and improving the patient experience. However, since telehealth is in its infancy, no text has offered a comprehensive, definitive survey of this up-and-coming field—until now....