This book provides applications of machine learning in healthcare systems and seeks to close the gap between engineering and medicine. It will combine the design and problem-solving skills of engineering with health sciences, in order to advance healthcare treatment. The book will include areas such as diagnosis, monitoring, and therapy. The book will provide real-world case studies, gives a detailed exploration of applications in healthcare systems, offers multiple perspectives on a variety of disciplines, while also letting the reader know how to avoid some of the consequences of old methods with data sharing. The book can be used as a reference for practitioners, researchers and for students at basic and intermediary levels in Computer Science, Electronics and Communications.

Traditional research about Financial Stability and Sustainable Growth typically omits Earnings Management (as a broad class of misconduct), Complex Systems Theory, Mechanism Design Theory, Public Health, psychology issues, and the externalities and psychological effects of Fintech. Inequality, Environmental Pollution, Earnings Management opportunities, the varieties of complex Financial Instruments, Fintech, Regulatory Fragmentation, Regulatory Capture and real-financial sector-linkages are growing around the world, and these factors can have symbiotic relationships. Within Complex System theory framework, this book analyzes these foregoing issues, and introduces new behaviour theories, Enforcement Dichotomies, and critiques of models, regulations and theories in several dimensions. The issues analyzed can affect markets, and evolutions of systems, decision-making, "nternal Markets and risk-perception within government regulators, operating companies and investment entities, and thus they have Public Policy implications. The legal analysis uses applicable US case-law and statutes (which have been copied by many countries, and are similar to those of many common-law countries). Using Qualitative Reasoning, Capital Dynamics Theory (a new approach introduced in this book), Critical Theory and elements of Mechanism Design Theory, the book aims to enhance cross-disciplinary analysis of the above-mentioned issues; and to help researchers build better systems/Artificial-Intelligence/mathematical models in Financial Stability, Portfolio Management, Policy-Analysis, Asset Pricing, Contract Theory, Enforcement Theory and Fraud Detection. The primary audience for this book consists of university Professors, PHD students and PHD degree-holders (in industries, government agencies, financial services companies and research institutes). The book can be used as a primary or supplementary textbook for graduate courses in Regulation; Capital Markets; Law & Economics, International Political Economy and or Mechanism Design (Applied Math, Operations Research, Computer Science or Finance).

This study deals with an underexplored area of the emerging technologies debate: robotics in the healthcare setting. The author explores the role of care and develops a value-sensitive ethical framework for the eventual employment of care robots. Highlighting the range of positive and negative aspects associated with the initiative to design and use care robots, it draws out essential content as a guide to future design both reinforcing this study's contemporary relevance, and giving weight to its prescriptions. The book speaks to, and is meant to be read by, a range of disciplines from science and engineering to philosophers and ethicists.

Planning and Evaluation for Public Safety Leaders presents field-tested techniques and tips to help public safety leaders effectively manage their organizations and overcome challenges. Organizations and agencies operating within the public safety sector are unique in many respects. These unique elements provide a different context in which planning, and performance measurement occur. Without recognizing this particular context, most public planning texts ignore crucial pieces of the puzzle when it comes to effectively achieving and measuring public safety outcomes. This book's practical approach equips students with approachable explanations specific to the public safety context, and practical tools for public safety leaders that can apply to their organizations. Key Features * Each chapter begins with a real-world case from the public safety sector that highlights the importance or possible application of the information covered. * Cases are written in close coordination with the public safety practitioners to illustrate how the concepts covered in the chapter work in a real-world public safety context. * "Put it into Practice" Reflections at the end of each chapter allow new or future public safety leaders to apply the material directly to their current organization. * Boxes describe how to use and apply specific methods in a concise and easy to find tools addressing planning and evaluation challenges as they arise * Key terms and application questions written specifically for students, focus in on the most important concepts and terms from the text. * Overviews of relevant theoretical and scholarly work on the concepts offer connections with course material.

This book provides an up-to-date, accessible, and comprehensive coverage of human cold stress from principles and theory to practical application. It defines cold stress and how people respond to it. It describes how to assess a cold environment to predict when discomfort, wind-chill, hypothermia, shivering, frostbite, and other consequences will occur. It also advises on what to do to prevent unacceptable outcomes, including determination and selection of clothing to preserve comfort and health. The book will be of interest to practitioners and students and anyone involved with fields such as textiles, clothing, and industrial hygiene.

This book focuses on ways to better manage and prevent aircraft-based homicide events while in flight using alternate technology to replace the Cockpit Voice Recorder (CVR) and/or Digital Flight Data Recorder (DFDR) functions. While these events are infrequent, the implementation of real-time predictive maintenance allows aircraft operators to better manage both scheduled and unscheduled maintenance events. Aviation Safety and Security: Utilizing Technology to Prevent Aircraft Fatality explores historical events of in-flight homicide and includes relevant accident case study excerpts from the National Transportation Safety Board (NTSB) and Air Accidents Investigation Branch (AAIB). FEATURES Explores historical events of in-flight homicide and offers solutions for ways to mitigate risk Explains how alternate technologies can be implemented to address in-flight safety issues Demonstrates that metrics for change are not solely for safety but also for financial savings for aircraft operation Includes relevant accident case study excerpts from the NTSB and AAIB Expresses the need for real-time predictive maintenance Stephen J Wright is an academic Professor at the faculty of Engineering and Natural Sciences at Tampere University, Finland, specializing in aviation, aeronautical engineering, and aircraft systems.

With an updated edition including new material in additional chapters, this one-of-a-kind handbook covers not only current standardization efforts, but also anthropometry and optimal working postures, ergonomic human computer interactions, legal protection, occupational health and safety, and military human factor principles. While delineating the crucial role that standards and guidelines play in facilitating the design of advantageous working conditions to enhance individual performance, the handbook suggests ways to expand opportunities for global economic and ergonomic development. This book features: Guidance on the design of work systems including tasks, equipment, and workspaces as well as the work environment in relation to human capacities and limitations Emphasis on important human factors and ergonomic standards that can be utilized to improve product and process to ensure efficiency and safety A focus on quality control to ensure that standards are met throughout the worldwide market

Operational excellence, as a quest in the prevailing digital era, is predicated on a systems view of the operating environments in business, industry, government, academia, and other organizational entities. This book uses a systems-based approach to show how operational excellence can be pursued, achieved, and sustained. It offers a systems perspective for operational excellence and discusses the evolution of products from the classical operation era to present day digital operations. It covers the role of global markets on domestic operations, presents operational work design and ergonomics, and combines industrial engineering, advanced research, and practical experience. This book is a useful guide for scholars, practitioners and those involved in engineering, management, and business fields.

This book promotes an understanding of the purposeful muddling that health care workers rely on to be better able to function and operate in the multitude of complex ecosystems we call "health care." The book argues the case for the importance of recognising and understanding muddling behaviours, practices and activities in order to create resilient care. The book demonstrates how resilient health care principles can enable managers as well as those on the frontlines to work more effectively towards interdisciplinary care by gaining a deeper understanding of real-world practices that manifest in everyday clinical settings. This is done by presenting a set of case studies, theoretical chapters and applications that relate experiences, bring forth ideas and illustrate practical solutions. Primarily aimed at people who are directly involved in the running and improvement of health care systems, it provides practical guidance. It is also of direct interest to health care professionals in clinical and managerial positions as well as researchers. Jeffrey Braithwaite is Founding Director of the Australian Institute of Health Innovation, Professor of Health Systems Research and Director of the Centre for Healthcare Resilience and Implementation Science, Macquarie University (Australia). His research examines the changing nature of complex health systems and he has received over 50 different national and international awards for his teaching and research. Erik Hollnagel is Senior Professor of Patient Safety at Joenkoeping University (Sweden). He is a highly regarded international expert with significant contributions to a variety of fields ranging from nuclear power generation, aerospace and aviation to industry, transportation and, most notably, health care. Garthe Hunte is a Clinical Professor and Emergency Physician holding multiple academic and clinical leadership appointments across Canada. His research programme centres around how safety is created in complex socio-technical systems, and in the application of resilience engineering in health care.

Considering the overall situation of the current pandemic and pertinent recommendations, this book focuses on the use of augmented reality (AR) applications for preventing COVID-19 outbreaks along with techniques, tools, and platforms to achieve social distancing.and sanitization. COVID-19 Public Health Measures: An Augmented Reality Perspective contains theoretical and practical knowledge of AR and remedies on how to cope with the pandemic, including multiple use cases along with a set of recommendations. This book illustrates application building using open-source software with an interactive interface to aid impaired users. The initial part of this book emphasizes the basic knowledge of AR, technology, devices, and rest of the relevant theories. This book is aimed at researchers, students of AR, technical healthcare professionals, and practitioners. Key Features: * Consists of an extensive introduction to the terminologies and components of AR * Provides in-depth knowledge of various tools and techniques used in AR * Introduces various platforms and software development kits (SDKs) such as Unity Engine, Unreal Engine, and Vuforia * Gives a step-by-step guide for the development of an AR app * Describes how AR can be used specifically by impaired users not only in the situation of current pandemic but also in normal situations thus simplifying day-to-day activities

The aim of Mechano-Electric Correlations in the Human Physiological System is to present the mechanical and electrical properties of human soft tissues and the mathematical models related to the evaluation of these properties in time, as well as their biomedical applications. This book also provides an overview of the bioelectric signals of soft tissues from various parts of the human body. In addition, this book presents the basic dielectric and viscoelastic characteristics of soft tissues, an introduction to the measurement and characteristics of bioelectric signals and their relationship with the mechanical activity, electromyography and the correlation of electromyograms with the muscle activity in normal and certain clinical conditions. The authors also present a case study on the effect of lymphatic filariasis on the mechanical and electrical activity of the muscle. Features: Explains the basics of electrical and mechanical properties of soft tissues in time and frequency domain along with the mathematical models of soft tissue mechanics Explores the correlation of electrical properties with the mechanical properties of biological soft tissues using computational techniques Provides a detailed introduction to electrophysiological signals along with the types, applications, properties, problems and associated mathematical models Explains the electromechanics of muscles using electromyography recordings from various muscles of the human physiological system Presents a case study on the effect of lymphatic filariasis on the mechanical and electrical activity of the muscle Mechano-Electric Correlations in the Human Physiological System is intended for biomedical engineers, researchers and medical scientists as well graduate and undergraduate students working on the mechanical properties of soft tissues.

This innovative book aims to bring the science of safety into a simple and practical approach to investigating workplace incidents. As a basis, it uses the ideas of some of the great safety science thinkers of our time. These include Sidney Dekker, Todd Conklin, Erik Hollnagel, Daniel Kahneman, James Reason and Dylan Evans, alongside others and the author's own extensive industry experience. Simplicity in Safety Investigations: A Practitioner's Guide to Applying Safety Science will better equip readers to deal with incident investigations by helping them understand the science behind investigation techniques, and by exploring coaching and leadership styles that help them ask better questions both before and after workplace incidents. The first two chapters of the book focus on our mindset as we approach and undertake investigations, and the simple things we all must do before an investigation starts. The third chapter is a step-by-step guide on how to undertake both simple and more detailed workplace incident investigations. Chapter 4 is reserved for a more detailed review and set of explanations around the science and thinking behind the method and approach. This book serves as an easy-to-follow, real-world reference for supervisors, managers and safety practitioners across many industries.

Intelligibility is the ultimate goal of human communication. However, measuring it objectively remained elusive until the 1940s when physicist Harvey Fletcher pioneered a psychoacoustic methodology for doing so. Another physicist, von Bekesy, demonstrated clinically that Fletcher's theory of Critical Bands was anchored in anatomical and auditory reality. Fletcher's and Bekesy's approach to intelligibility has revolutionized contemporary understanding of the processes involved in encoding and decoding speech signals. Their insights are applied in this book to account for the intelligibility of the pronunciation of 67 non-native speakers from the following language backgrounds -10 Arabic, 10 Japanese, 10 Korean, 10 Mandarin, 11 Serbian and Croatian "the Slavic Group," 6 Somali, and 10 Spanish speakers who read the Speech Accent Archive elicitation paragraph. Their pronunciation is analyzed instrumentally and compared and contrasted with that of 10 native speakers of General American English (GAE) who read the same paragraph. The data-driven intelligibility analyses proposed in this book help answer the following questions: Can L2 speakers of English whose native language lacks a segment/segments or a suprasegment/ suprasegments manage to produce it/them intelligibly? If they cannot, what segments or suprasegments do they use to substitute for it/them? Do the compensatory strategies used interfere with intelligibility? The findings reported in this book are based on nearly 12,000 measured speech tokens produced by all the participants. This includes some 2,000 vowels, more than 500 stop consonants, over 3,000 fricatives, nearly 1,200 nasals, about 1,500 approximants, a over 1,200 syllables onsets, as many as 800 syllable codas, more than 1,600 measurement of F0/pitch, and duration measurements of no fewer than 539 disyllabic words. These measurements are in keeping with Baken and Orlikoff (2000:3) and in accordance with widely accepted Just Noticeable Difference thresholds, and relative functional load calculations provided by Catforda (1987).

Discusses advancements in the field of Human Machine Interface. Provides practical knowledge in biomedical signal processing, AI and ML using MATLAB. Introduces biomedical signals for HMI applications. Discusses Augmented Reality/Virtual reality based HMI. Explores advancements in nanotechnology, user interface design and interactive systems.

This book features original research articles on the topic of mathematical modelling and fractional differential equations. The contributions, written by leading researchers in the field, consist of chapters on classical and modern dynamical systems modelled by fractional differential equations in physics, engineering, signal processing, fluid mechanics, and bioengineering, manufacturing, systems engineering, and project management. The book offers theory and practical applications for the solutions of real-life problems and will be of interest to graduate level students, educators, researchers, and scientists interested in mathematical modelling and its diverse applications. Features Presents several recent developments in the theory and applications of fractional calculus Includes chapters on different analytical and numerical methods dedicated to several mathematical equations Develops methods for the mathematical models which are governed by fractional differential equations Provides methods for models in physics, engineering, signal processing, fluid mechanics, and bioengineering Discusses real-world problems, theory, and applications

The key to success and reaching peak performance is integrating three processes to optimize business through the use of human performance improvement tools, lean thinking, operational excellence, along with a strong organizational culture as the underpinning. These components form the basis of the Peak Performance Model. The tools presented in this book, along with the case studies, demonstrate how the model is applied and integrated into company practices. Companies and organizations want to improve their performance, but many have not integrated the right tools and processes. Through the application of the Peak Performance Model, every company can achieve and sustain Peak Performance.

Engineering systems are an important element of world economy. Each year billions of dollars are spent to develop, manufacture, operate, and maintain various types of engineering systems about the globe. The reliability and usability of these systems have become important because of their increasing complexity, sophistication, and non-specialist users. Global competition and other factors are forcing manufacturers to produce highly reliable and usable engineering systems. Along with examples and solutions, this book integrates engineering systems reliability and usability into a single volume for those individuals that directly or indirectly are concerned with these areas.

As robots are used more and more to perform a variety of tasks in a range of fields, it is imperative to make the robots as reliable and safe as possible. Yet no book currently covers robot reliability and safety within one framework. Robot System Reliability and Safety: A Modern Approach presents up-to-date information on robot reliability, safety, and related areas in a single volume, eliminating the need to consult diverse sources. After introducing historical, mathematical, and introductory aspects, the book presents methods for analyzing robot system reliability and safety. It next focuses on topics related to robot reliability, including classifications of robot failures and their causes and hydraulic and electric robots' reliability analysis. The book then explains the analysis of robot-related safety and accidents, covers key elements of robot maintenance and robotics applications in maintenance and repair, and addresses human factors and safety considerations in robotics workplaces. The book concludes with chapters on robot testing, costing, and failure data as well as six mathematical models for reliability and safety analysis. Written by a well-known expert in reliability engineering, this book will be useful to system, design, reliability, and safety engineers along with other engineering professionals working in the area of robotics. It can also be used in courses on system engineering, reliability engineering, and safety engineering.

The moment of truth-that instant when consumers experience and judge service quality-is often a deciding factor in business success. Designing Service Excellence: People and Technology provides practical information on the design, management, and organization of many different types of service industries, such as hotels, restaurants, banks and financial institutions, retail, and the public sector. The authors investigate the consumers' experience and judgment on service quality, which ultimately determines the success or failure of the service. They then consider people, usability, and technology in the automation of high-quality service. This research-driven book identifies service-in a variety of forms-as an area of business and management where rapid change is taking place. The authors examine how service has become a balance between people and technology and explore this relationship as one of the key drivers of change. They discuss how social, cultural, and technological developments influence the ways in which customers contact, negotiate, and purchase services from their chosen service providers. These same developments are also driving communications between customers relating to the services they buy and are willing to recommend to others (or otherwise). Intermingled, these features of our current-day lives have changed the nature of service provision and service use. When your organization has its moment of truth, how will it measure up? Organizations whose business has service at its core and whose activities focus mainly on service design, management, and delivery are likely to find increasingly that, for survival, service is a matter of life or death. This book provides a deep understanding of the relationship between people and technology along with an ergonomic approach to the design and management of service delivery that helps you deliver the value and benefits that customers not only want, but increasingly come to expect.

The Healthcare industry is one of the largest and rapidly developing industries. Over the last few years, healthcare management is changing from disease centered to patient centered. While on one side the analysis of healthcare data plays an important role in healthcare management, but on the other side the privacy of a patient's record must be of equal concern. This book uses a research-oriented approach and focuses on privacy-based healthcare tools and technologies. It offers details on privacy laws with real-life case studies and examples, and addresses privacy issues in newer technologies such as Cloud, Big Data, and IoT. It discusses the e-health system and preserving its privacy, and the use of wearable technologies for patient monitoring, data streaming and sharing, and use of data analysis to provide various health services. This book is written for research scholars, academicians working in healthcare and data privacy domains, as well as researchers involved with healthcare law, and those working at facilities in security and privacy domains. Students and industry professionals, as well as medical practitioners might also find this book of interest.

Modern industry faces many communication challenges, including social media. The second edition of this book is thoroughly updated, expanded, and reorganized to help industry communicators remain effective in addressing these challenges. At the core of this book are foundational building blocks that address the human factors responsible for driving success or failure when communicating about environmental risk. Features Provides principled guidance for building relationships and engaging in constructive dialogue with stakeholders. Offers straight talk and practical, easy-to-follow guidance on effective risk communication for various situations, stakeholders, and modes of communication. Gives lessons learned from environmental permitting and crisis situations involving risk communication in various industries, including chemical manufacturing, waste management, and the energy sector. Addresses nuanced, recent concerns regarding issues like fake news and social media bullying. Examines the dos and don'ts of communicating effectively during tough conditions like environmental emergencies. Environmental Risk Communication: Principles and Practices for Industry is intended to be both a grounding in enduring principles and a continued resource for best approaches and techniques. Coupled with tools and best practices from decades of experience, this insider's guide provides CEOs, plant managers, environmental compliance professionals, health and safety officers, and others with the direction and the confidence needed to prepare for difficult dialogue and high-pressure encounters.

Herbert William Heinrich has been one of the most influential safety pioneers. His work from the 1930s/1940s affects much of what is done in safety today - for better and worse. Heinrich's work is debated and heavily critiqued by some, while others defend it with zeal. Interestingly, few people who discuss the ideas have ever read his work or looked into its backgrounds; most do so based on hearsay, secondary sources, or mere opinion. One reason for this is that Heinrich's work has been out of print for decades: it is notoriously hard to find, and quality biographical information is hard to get. Based on some serious "safety archaeology," which provided access to many of Heinrich's original papers, books, and rather rich biographical information, this book aims to fill this gap. It deals with the life and work of Heinrich, the context he worked in, and his influences and legacy. The book defines the main themes in Heinrich's work and discusses them, paying attention to their origins, the developments that came from them, interpretations and attributions, and the critiques that they may have attracted over the years. This includes such well-known ideas and metaphor as the accident triangle, the accident sequence (dominoes), the hidden cost of accidents, the human element, and management responsibility. This book is the first to deal with the work and legacy of Heinrich as a whole, based on a unique richness of material and approaching the matter from several (new) angles. It also reflects on Heinrich's relevance for today's safety science and practice.

Improvements in health care and quality of life in recent years have led to a marked aging of the world's population, especially in well-developed regions. In the near future, this problem will spread to developing countries. The growing need to promote the health and function of aging workers presents new challenges as well as new opportunities. This book examine methods for diagnosing and evaluating work ability/employability in response to the changing capacity of employment. Derived from a Conference on Aging and Work, held in Japan in September 2001, the book examines issues addressed by occupational health professionals to improve the work ability of elderly employees, and discusses measures to promote their employment. Aging and Work will be of particular interest to professionals and students in the fields of occupational health, ergonomics, mechanical engineering, work physiology and industrial psychology.

There is an important overlap between science and design. The most significant technological developments cannot be produced without designers to conceptualize them. By the same token, designers cannot do their job properly without a good understanding of the scientific or technical principles that are being developed within the product. Science in Design: Solidifying Design with Science and Technology reveals the significance of the essential yet understudied intersection of design and scientific academic research and encompasses technological development, scientific principles, and the point of overlap between science and design. Encourages readers to comprehend the role of science in all facets of design Discusses the fundamental involvement of science required for engineering and design irrespective of whether the design is from an individual, business, or social perspective Covers the ontology, characteristics, and application of science in major fields of design education and design research, with an introduction of emerging practices transforming sustainable growth through applied behavioral models Depicts the art and science of material selection using new design techniques and technology advances like augmented reality, AI, and decision-support toolkits This unique book will benefit scientists, technologists, and engineers, as well as designers and professionals, across a variety of industries dealing with scientific analysis of design research methodology, design lifecycle, and problem solving.

There is an important overlap between science and design. The most significant technological developments cannot be produced without designers to conceptualize them. By the same token, designers cannot do their job properly without a good understanding of the scientific or technical principles that are being developed within the product. Science in Design: Solidifying Design with Science and Technology reveals the significance of the essential yet understudied intersection of design and scientific academic research and encompasses technological development, scientific principles, and the point of overlap between science and design. Encourages readers to comprehend the role of science in all facets of design Discusses the fundamental involvement of science required for engineering and design irrespective of whether the design is from an individual, business, or social perspective Covers the ontology, characteristics, and application of science in major fields of design education and design research, with an introduction of emerging practices transforming sustainable growth through applied behavioral models Depicts the art and science of material selection using new design techniques and technology advances like augmented reality, AI, and decision-support toolkits This unique book will benefit scientists, technologists, and engineers, as well as designers and professionals, across a variety of industries dealing with scientific analysis of design research methodology, design lifecycle, and problem solving.