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This book provides applications of machine learning in healthcare systems and seeks to close the gap between engineering and medicine by combining design and problem-solving skills of engineering with health sciences to advance healthcare treatment.Machine Learning and Artificial Intelligence in Healthcare Systems: Tools and Techniques discusses AI-based smart paradigms for reliable prediction of infectious disease dynamics; such paradigms can help prevent disease transmission. It highlights the different aspects of using extended reality for diverse healthcare applications and aggregates the current state of research. The book offers intelligent models of the smart recommender system for personal well-being services and computer-aided drug discovery and design methods. Case studies illustrating the business processes that underlie the use of big data and health analytics to improve healthcare delivery are center stage. Innovative techniques used for extracting user social behavior (known as sentiment analysis for healthcare-related purposes) round out the diverse array of topics this reference book covers.Contributions from experts in the field, this book is useful to healthcare professionals, researchers, and students of industrial engineering, systems engineering, biomedical, computer science, electronics, and communications engineering.
This book addresses the reliability, risk, and safety issues of real industrial systems with application of the latest reliability and riskbased modelling. Related topics such as maintenance decision-making, risk and safety modelling are also addressed with the implementation of decision-making techniques.
This book highlights various evolutionary algorithm techniques for various medical conditions and introduces medical applications of evolutionary computation for real-time diagnosis.Evolutionary Intelligence for Healthcare Applications presents how evolutionary intelligence can be used in smart healthcare systems involving big data analytics, mobile health, personalized medicine, and clinical trial data management. It focuses on emerging concepts and approaches and highlights various evolutionary algorithm techniques used for early disease diagnosis, prediction, and prognosis for medical conditions. The book also presents ethical issues and challenges that can occur within the healthcare system.Researchers, healthcare professionals, data scientists, systems engineers, students, programmers, clinicians, and policymakers will find this book of interest.
This book discusses 3D printing of sensors, actuators, and antennas and illustrates how manufacturers can create smart materials that can be effectively used to prepare low-cost products. The book also includes how to select the appropriate process for your manufacturing needs.
The text identifies and clarifies the clandestine methods of Results Based Safety (RBS) from Behavior Based Safety (BBS) as they function directly in opposition to each other. It will serve as an ideal text for students, and professionals in the fields of ergonomics, human factors, occupational health, and safety.
This book introduces the applications of Industry 4.0 in machine tools through an overview of the latest available digital technologies. It focuses on digital twinning, communication between industrial controls, motion, and input/output devices, along with sustainability in SMEs.
This book provides a great collection of work design testimonies with transferable lessons across many industry sectors and domains. It discusses physiological and cognitive parameters, teamwork, social aspects, organizational, and broader factors that influence work design initiatives.
This book provides a great collection of work design testimonies with transferable lessons across many industry sectors and domains. It discusses physiological and cognitive parameters, teamwork, social aspects, organizational, and broader factors that influence work design initiatives.It is important to learn from practitioner stories and real-world conditions that affect the theoretical applications of work design. Readers will benefit from understanding the struggles and successes of the authors. The chapters cover a wide spectrum of human factors and user needs, including decision making in (ab)normal and safety-critical situations, physical ergonomics, design-in-use modifications, and tailored training. The text examines holistic approaches that lead to improved work methods, worker engagement, and effective system-wide interventions.Ergonomic Insights: Successes and Failures of Work Design is primarily written for professionals and graduate students in the fields of ergonomics, human factors, and occupational health and safety. Educators will also benefit from using these case studies in class lessons.
This book statistically confirms that complexity and changing technologies that affect the way operators interact within the systems of the nuclear facili-ties exacerbate the severity of incidents caused by human error and details the application of the systems engineering process to reduce human error given industries' rapidly advancing technology.Technology, Human Performance, and Nuclear Facilities: A Systems Engineering Approach to Reduce Human Error provides a basic understand-ing of Human Error/ P erformance and its relation to industrial operations and advancing technologies incorporated into facilities. The book discusses the context surrounding the complexity of changing technologies at nuclear facili-ties and the potential worsening of problems caused by human error when technology advancements concerning operator interaction with control sys-tems are implemented. It presents how to reduce human error propensity given the incorporation of advanced technology and covers ways to reduce human error using the systems engineering process. Also offered are several concepts related to the operator's involvement in the systems engineering process and the human performance integration with system operational requirements and system testing, evaluation, and validation, and the procedures and training development in the systems engineering process. This book presents empirical evidence for the importance of human performance management in the con-text of nuclear facilities and offers practical recommendations for the improve-ment of this function.Systems engineers, plant/ design engineers, the nuclear industry, plant operations management, and those involved in industrial and nuclear safety will find something of interest in this book.
The book provides a snapshot of practices used by contemporary designers, researchers, and artists who create objects, spaces, and experiences imbued with data. They draw from a range of domains and traditions, and represent a fascinating, inspiring, and revealing cross-section of contemporary maker and data culture.
Safety Management Systems and their Origins: Insights from the Aviation Industry presents different perspectives on SMS to better decode what it means as a safety approach and what it implicitly conveys beyond safety.
Understanding Interaction explores the interaction between people and technology in the broader context of the relations between the human-made and the natural environments. It is not just about digital technologies - our computers, smartphones, the Internet - but all our technologies, such as mechanical, electrical, and electronic. Our ancestors started creating mechanical tools and shaping their environments millions of years ago, developing cultures and languages, which in turn influenced our evolution. Volume 1 looks into this deep history, starting from the tool-creating period (the longest and most influential on our physical and mental capacities) to the settlement period (agriculture, domestication, villages and cities, written language), the industrial period (science, engineering, reformation, and renaissance), and finally the communication period (mass media, digital technologies, and global networks). Volume 2 looks into humans in interaction - our physiology, anatomy, neurology, psychology, how we experience and influence the world, and how we (think we) think. From this transdisciplinary understanding, design approaches and frameworks are presented to potentially guide future developments and innovations. The aim of the book is to be a guide and inspiration for designers, artists, engineers, psychologists, media producers, social scientists, etc., and, as such, be useful for both novices and more experienced practitioners. a Image Credit: Still of interactive video pattern created with a range of motion sensors in the Facets kaleidoscopic algorithm (based underwater footage of seaweed movement) by the author on 4 February 2010, for a lecture at Hyperbody at the Faculty of Architecture, TU Delft, NL.
The text covers the application of ergonomic principles in diverse areas of design, like product, space, and communication in a single volume. It will serve as an ideal reference text for graduate students and professionals in the fields of ergonomics, human factors, occupational health and safety, industrial and manufacturing engineering.
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