Artificial Intelligence for Healthcare Applications and Management introduces application domains of various AI algorithms across healthcare management. Instead of discussing AI first and then exploring its applications in healthcare afterward, the authors attack the problems in context directly, in order to accelerate the path of an interested reader toward building industrial-strength healthcare applications. Readers will be introduced to a wide spectrum of AI applications supporting all stages of patient flow in a healthcare facility. The authors explain how AI supports patients throughout a healthcare facility, including diagnosis and treatment recommendations needed to get patients from the point of admission to the point of discharge while maintaining quality, patient safety, and patient/provider satisfaction. AI methods are expected to decrease the burden on physicians, improve the quality of patient care, and decrease overall treatment costs. Current conditions affected by COVID-19 pose new challenges for healthcare management and learning how to apply AI will be important for a broad spectrum of students and mature professionals working in medical informatics. This book focuses on predictive analytics, health text processing, data aggregation, management of patients, and other fields which have all turned out to be bottlenecks for the efficient management of coronavirus patients.

Cognitive and Soft Computing Techniques for the Analysis of Healthcare Data discusses the insight of data processing applications in various domains through soft computing techniques and enormous advancements in the field. The book focuses on the cross-disciplinary mechanisms and ground-breaking research ideas on novel techniques and data processing approaches in handling structured and unstructured healthcare data. It also gives insight into various information-processing models and many memories associated with it while processing the information for forecasting future trends and decision making. This book is an excellent resource for researchers and professionals who work in the Healthcare Industry, Data Science, and Machine learning.

This extensively revised 4th edition comprehensively covers information retrieval from a biomedical and health perspective, providing an understanding of the theory, implementation, and evaluation of information retrieval systems in the biomedical and health domain. It features revised chapters covering the theory, practical applications, evaluation and research directions of biomedical and health information retrieval systems. Emphasis is placed on defining where current applications and research systems are heading in a range of areas, including their use by clinicians, consumers, researchers, and others. Information Retrieval: A Biomedical and Health Perspective provides a practically applicable guide to range of techniques for information retrieval and is ideal for use by both the trainee and experienced biomedical informatician seeking an up-to-date resource on the topic.

Medical electronics, or more specifically the instrumentation used in physiological measurement, has changed significantly over the last few years. Developments in electronics technology have offered new and enhanced applications, especially in the areas of data recording and analysis and imaging technology. These changes have been accompanied by more stringent legislation on safety and liability. This book is designed to meet the needs of students on the growing number of courses, undergraduate and MSc. It is a concise and accessible introduction offering a broad overview that encompasses the various contributing disciplines.

The cybersecurity of connected medical devices is one of the biggest challenges facing healthcare today. The compromise of a medical device can result in severe consequences for both patient health and patient data. Cybersecurity for Connected Medical Devices covers all aspects of medical device cybersecurity, with a focus on cybersecurity capability development and maintenance, system and software threat modeling, secure design of medical devices, vulnerability management, and integrating cybersecurity design aspects into a medical device manufacturer's Quality Management Systems (QMS). This book is geared towards engineers interested in the medical device cybersecurity space, regulatory, quality, and human resources specialists, and organizational leaders interested in building a medical device cybersecurity program.

Although most often considered in terms of the generation of action potentials, there are several other electrical, metabolic and ionic correlates of neuronal activity. This book draws together in a single volume, ten different facets of the activity of nerve cells. There are chapters on the monitoring of extracellular unit activity, intracellular voltage and current clamping, patch clamping, video imaging, in vivo voltammetry, intracerebral dialysis, antibody micro- and ion-selective electrodes. The techniques described range from the well-established to the experimental. In each case the chapters include up-to-date information, methodological tips and detailed protocols allowing the reader to follow each method in a stepwise fashion. The wide range of techniques in the book should be of interest to neuroscientists, whether concerned with traditional or novel indices on neuronal function.

Take your first step toward a successful career in medical coding with guidance from the most trusted name in coding education! The bestselling Buck's Step-by-Step Medical Coding is a practical, easy-to-use resource that shows you exactly how to code using all current coding sets. To reinforce your understanding, practice exercises follow the explanations of each coding concept. In addition to coverage of reimbursement, ICD-10-CM, CPT, HCPCS, and inpatient coding, an Evolve website includes 30-day access to TruCode (R) Encoder Essentials. No other book so thoroughly covers all coding sets! Theory and practical review questions (located at the end of each chapter) focus on recalling important chapter information and application of codes. A step-by-step approach makes it easier to build your coding skills and remember the material. Learning objective and glossary review questions reinforce your understanding of key chapter concepts and terms 30-day trial to TruCode (R) Encoder Essentials gives you experience with using an encoder (plus access to additional encoder practice exercises on the Evolve website). UNIQUE! "Real-life" coding reports simulate the reports you will encounter as a coder and help you apply coding principles to actual cases. Online activities on Evolve provide extra practice with assignments, including coding reports. Coverage reflects the latest CPT E/M guidelines changes for office and other outpatient codes. More than 450 illustrations help you understand the types of medical conditions and procedures being coded, and include examples taken directly from Elsevier's professional ICD-10 and HCPCS manuals. UNIQUE! Four coding-question variations - covering both single-code questions and multiple-code questions and scenarios - develop your coding ability and critical thinking skills. UNIQUE! Coders' Index in the back of the book makes it easy to quickly locate specific codes. Official Guidelines for Coding and Reporting boxes show the official guidelines wording for inpatient and outpatient coding alongside in-text explanations. Exercises, Quick Checks, and Toolbox features reinforce coding rules and concepts, and emphasize key information. Valuable tips and advice are offered in features such as From the Trenches, Coding Shots, Stop!, Caution!, Check This Out, and CMS Rules. Sample EHR screenshots (in Appendix D) show examples similar to the electronic health records you will encounter in the workplace. NEW! Coding updates include the latest information available, promoting accurate coding and success on the job.

This new volume outlines methods of monitoring growth and weight gain, an essential clinical service. The alternative methods described here will be of particular use to workers in Third World countries where the cost of scales as well as illiteracy and cultural differences make weight-plotting especially difficult. Readers will find outlines of such innovative methods as the use of arm growth tape, simplified techniques of weight plotting, and helpful algorithms for decision-making. Among the book's appendices is a point system for comparative evaluation of weighing scales. Many illustrations help clarify the material presented in the text, making this book valuable in the classroom as well as in the field.

This book provides complete, systematic coverage of the methods of electrical stimulation of the brain, a technique used by many psychologists and physiologists to study the neural organization of behavior-producing systems. It includes discussion of the fundamental principles and gives readers an in-depth treatment of current issues and brain stimulation tactics. Useful to physiological psychologists, neurophysiologists, and graduate students, Principles of Brain Stimulation contains full coverage of refractory periods, spatial effects, and two-electrode stimulation, as well as unique appendix materials on paired-pulse stimulation of axon bundles along with practical notes. This is an especially valuable guide for use in the laboratory or in laboratory courses.

Moritz Goeldner analyzes the unexplored phenomenon of patients and caregivers as innovators with respect to their own unmet medical needs in two complementary studies. In study 1 he uses a mixed-method approach to analyze quantitative data from two datasets on more than 1,100 medical smartphone apps each and qualitative data from 16 interviews with developers of medical apps. He finds substantial evidence that patients and caregivers develop medical apps and shows that those apps receive significantly better ratings than company-developed apps. In study 2 he further explores the commercialization activities of patients and caregivers by analyzing 14 case studies of patients and caregivers who successfully brought their tangible medical device on the market. He finds that those innovators did not maximize their profits, but rather sought to market their devices at reasonable prices to offer access to many other patients. The author discusses these insights and draws conclusions for scholars and managers that are valid beyond this extreme case of user innovation. About the author Moritz Goeldner is an innovation consultant for user-centered innovation in (digital) healthcare. Prior to this position, he was a project manager and research associate at the Institute for Technology and Innovation Management at Hamburg University of Technology. His research interests cover user innovation in healthcare, social innovation, the emergence of new medical technologies, as well as entrepreneurship.

Offering an authoritative account of the relationship between literature and medicine between approximately 1800 and 1900, this volume brings together leading scholars in the field to provide a valuable overview of how two dynamic fields influenced and shaped each during a period of revolutionary change. During the nineteenth century, medicine was being redefined as a subject in which experimental methodologies could transform the healing art, and was simultaneously branching off into new specialisms and subdivisions. Questions addressed in this volume include the influence of physics on poetry, the role of medical professionalism in fiction, the cultural and literary representation of sanitation, and the interdisciplinary nature of controversy and negligence. Along with its sister publication, Literature and Medicine in the Eighteenth Century, this volume offers a major critical overview of the study of literature and medicine.

This book presents models describing HIV transmission rates at population level, discussing the main statistical methods and analytical interventions. It also assesses the practical applicability of the various modelling techniques, offering readers insights into what methods are available and, more importantly, when they should be used to address HIV transmission at global level. The book includes realistic simulation models fitted to clarify the rate of HIV mother-to-child transmission (HIV MTCT), and substantiates the conclusions that can be drawn as well as the appropriate time for making global-level clinical decisions concerning people living with HIV/AIDS (PLHIVs). Intended for students, academics and researchers, the book offers more than just an introduction to the topic - it also features in-depth, yet easy-to-understand, descriptions of a new mathematical/statistical HIV mother-to-child transmission model, making it a useful resource for clinicians, public health workers and policymakers involved in implementing HIV-prevention programmes at national /global level.

The rapid development of artificial intelligence technology in medical data analysis has led to the concept of radiomics. This book introduces the essential and latest technologies in radiomics, such as imaging segmentation, quantitative imaging feature extraction, and machine learning methods for model construction and performance evaluation, providing invaluable guidance for the researcher entering the field. It fully describes three key aspects of radiomic clinical practice: precision diagnosis, the therapeutic effect, and prognostic evaluation, which make radiomics a powerful tool in the clinical setting. This book is a very useful resource for scientists and computer engineers in machine learning and medical image analysis, scientists focusing on antineoplastic drugs, and radiologists, pathologists, oncologists, as well as surgeons wanting to understand radiomics and its potential in clinical practice.

This book is written in a very easy-to-follow format, and explains the key concepts of biomedical statistics in a lucid yet straightforward manner. It explains how mathematical and statistical tools can be used to find answers to common research questions. In addition, the main text is supplemented by a wealth of solved exercises and illustrative examples to aid in comprehension. Given its content, the book offers an invaluable quick reference guide for graduating students and can be very helpful in their examination process. At the same time, it represents a handy guide for medical and paramedical teachers, post-graduate medical students, research personnel, biomedical scientists and epidemiologists.

Many remarkable medical technologies, diagnostic tools, and treatment methods have emerged as a result of modern physics discoveries in the last century--including X-rays, radiation treatment, laser surgery, high-resolution ultrasound scans, computerized tomography (CT) scans, and magnetic resonance imaging. This undergraduate-level textbook describes the fundamental physical principles underlying these technological advances, emphasizing their applications to the practice of modern medicine.

Intended for science and engineering students with one year of introductory physics background, this textbook presents the medical applications of fundamental principles of physics to students who are considering careers in medical physics, biophysics, medicine, or nuclear engineering. It also serves as an excellent reference for advanced students, as well as medical and health researchers, practitioners, and technicians who are interested in developing the background required to understand the changing landscape of medical science. Practice exercises are included and solutions are available separately in an instructor's manual. Complete discussion of the fundamental physical principles underlying modern medicineAccessible exploration of the physics encountered in a typical visit to a doctorPractice exercises are included and solutions are provided in a separate instructor's manual (available to professors)A companion website (modernphysicsinmedicine.com) presents supplementary materials

This book presents a variety of perspectives on vision-based applications. These contributions are focused on optoelectronic sensors, 3D & 2D machine vision technologies, robot navigation, control schemes, motion controllers, intelligent algorithms and vision systems. The authors focus on applications of unmanned aerial vehicles, autonomous and mobile robots, industrial inspection applications and structural health monitoring. Recent advanced research in measurement and others areas where 3D & 2D machine vision and machine control play an important role, as well as surveys and reviews about vision-based applications. These topics are of interest to readers from diverse areas, including electrical, electronics and computer engineering, technologists, students and non-specialist readers. * Presents current research in image and signal sensors, methods, and 3D & 2D technologies in vision-based theories and applications; * Discusses applications such as daily use devices including robotics, detection, tracking and stereoscopic vision systems, pose estimation, avoidance of objects, control and data exchange for navigation, and aerial imagery processing; * Includes research contributions in scientific, industrial, and civil applications.

This in-depth book addresses a key void in the literature surrounding the Internet of Things (IoT) and health. By systematically evaluating the benefits of mobile, wireless, and sensor-based IoT technologies when used in health and wellness contexts, the book sheds light on the next frontier for healthcare delivery. These technologies generate data with significant potential to enable superior care delivery, self-empowerment, and wellness management. Collecting valuable insights and recommendations in one accessible volume, chapter authors identify key areas in health and wellness where IoT can be used, highlighting the benefits, barriers, and facilitators of these technologies as well as suggesting areas for improvement in current policy and regulations. Four overarching themes provide a suitable setting to examine the critical insights presented in the 31 chapters: Mobile- and sensor-based solutions Opportunities to incorporate critical aspects of analytics to provide superior insights and thus support better decision-making Critical issues around aspects of IoT in healthcare contexts Applications of portals in healthcare contexts A comprehensive overview that introduces the critical issues regarding the role of IoT technologies for health, Delivering Superior Health and Wellness Management with IoT and Analytics paves the way for scholars, practitioners, students, and other stakeholders to understand how to substantially improve health and wellness management on a global scale.

This new edition surveys the full range of available structural equation modeling (SEM) methodologies. The book has been updated throughout to reflect the arrival of new software packages, which have made analysis much easier than in the past. Applications in a broad range of disciplines are discussed, particularly in the social sciences where many key concepts are not directly observable. This book presents SEM's development in its proper historical context-essential to understanding the application, strengths and weaknesses of each particular method. This book also surveys the emerging path and network approaches that complement and enhance SEM, and that are growing in importance. SEM's ability to accommodate unobservable theory constructs through latent variables is of significant importance to social scientists. Latent variable theory and application are comprehensively explained and methods are presented for extending their power, including guidelines for data preparation, sample size calculation and the special treatment of Likert scale data. Tables of software, methodologies and fit statistics provide a concise reference for any research program, helping assure that its conclusions are defensible and publishable.

This special volume contributes to the rapidly growing body of eHealth research, presenting a selection of multidisciplinary studies on the role and impacts of technology and the Internet in health communication, healthcare delivery, and patient self-management. The use of the Internet and new communication technologies have impacted nearly every aspect of life in recent years. These technologies hold tremendous promise to improve systems of healthcare and enable people to better understand their health and manage their healthcare. However, there are also risks to the use of eHealth technologies. Empirical evidence is urgently needed to examine the use and impacts of eHealth technologies and to inform targeted health communication interventions. Chapters explore both old and new challenges associated with technology-enabled care. These include the persistence of social determinants in shaping Digital Divides in access and use of eHealth technologies, the unintended consequences associated with electronic medical records and pagers on healthcare professionals' ability to control their work time, and how self-tracking and quantification may exacerbate gendered norms of the body and health. Other chapters provide updated information on trends in and predictors of people's trust of health information channels, how people make credibility assessments of online health information, the role of personality traits in perceived benefits in online support group participation, and how online health resources impact people's sense of empowerment and the use of healthcare services. Finally, chapters explore the future potential of eHealth in addressing the needs of underserved communities and guide the creation of new technology-enabled intervention strategies.

If your health care organization is typical, you were successful in getting your electronic medical record (EMR) system installed on time and within budget. You declared victory and collected some money from meaningful use. But very quickly, you realized you were not getting the expected return on your investment. So you started the "optimization" process to make refinements, do some stuff over, and get it right this time. The Journey Never Ends: Technology's Role in Helping Perfect Health Care Outcomes is dedicated to helping you derive value from your investment in the software and the people in your organization. It describes some of the major initiatives, post EMR implementation, which most health care organizations now face. Most of these are transformational in nature, and instead of being IT projects, they are business or clinical initiatives with an IT component. If you or your board thought you were done spending large amounts of money on IT after implementing your EMR, you're dead wrong. Welcome to the new reality!

A biomedical engineering perspective on the theory, methods, and applications of signal processing This book provides a unique framework for understanding signal processing of biomedical signals and what it tells us about signal sources and their behavior in response to perturbation. Using a modeling-based approach, the author shows how to perform signal processing by developing and manipulating a model of the signal source, providing a logical, coherent basis for recognizing signal types and for tackling the special challenges posed by biomedical signals–including the effects of noise on the signal, changes in basic properties, or the fact that these signals contain large stochastic components and may even be fractal or chaotic. Each chapter begins with a detailed biomedical example, illustrating the methods under discussion and highlighting the interconnection between the theoretical concepts and applications. The author has enlisted experts from numerous subspecialties in biomedical engineering to help develop these examples and has made most examples available as Matlab or Simulink files via anonymous ftp. Without the need for a background in electrical engineering, readers will become acquainted with proven techniques for analyzing biomedical signals and learn how to choose the appropriate method for a given application.

This book presents state-of-the-art research methods, results, and applications in social media and health research. It aims to help readers better understand the different aspects of using social web platforms in health research. Throughout the chapters, the benefits, limitations, and best practices of using a variety of social web platforms in health research are discussed with concrete use cases. This is an ideal book for biomedical researchers, clinicians, and health consumers (including patients) who are interested in learning how social web platforms impact health and healthcare research.

This book explores categories of applications and driving factors surrounding the Smart City phenomenon. The contributing authors provide perspective on the Smart Cities, covering numerous applications and classes of applications. The book uses a top-down exploration of the driving factors in Smart Cities, by including focal areas including "Smart Healthcare," "Public Safety & Policy Issues," and "Science, Technology, & Innovation." Contributors have direct and substantive experience with important aspects of Smart Cities and discuss issues with technologies & standards, roadblocks to implementation, innovations that create new opportunities, and other factors relevant to emerging Smart City infrastructures. Features an exploration of Smart City issues and solutions from a variety of stakeholders in the evolving field Presents conversational, nuanced, and forward thinking perspectives on Smart Cities, their implications, limitations, obstacles, and opportunities Includes contributions from industry insiders who have direct, relevant experience with their respective subjects as well as positioning and corporate stature