In this issue of Critical Care Clinics, guest editors Drs. Lauren R. Sorce and Joy D. Howell bring their considerable expertise to the topic of Pediatric Critical Care. Top experts in the field cover key topics such as point-of-care ultrasound for pediatric critical care providers; transfusion strategies in the 21st century; global pediatric critical care; workforce diversity; and more. - Contains 13 relevant, practice-oriented topics including pediatric redeployment: unique challenges created by COVID-19; ECMO then and now; PCCM in 21st century and beyond; pediatric critical care outcomes; cardiac output monitoring; and more. - Provides in-depth clinical reviews on pediatric critical care, offering actionable insights for clinical practice. - Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

Practical Data Analytics for Innovation in Medicine: Building Real Predictive and Prescriptive Models in Personalized Healthcare and Medical Research Using AI, ML, and Related Technologies, Second Edition discusses the needs of healthcare and medicine in the 21st century, explaining how data analytics play an important and revolutionary role. With healthcare effectiveness and economics facing growing challenges, there is a rapidly emerging movement to fortify medical treatment and administration by tapping the predictive power of big data, such as predictive analytics, which can bolster patient care, reduce costs, and deliver greater efficiencies across a wide range of operational functions. Sections bring a historical perspective, highlight the importance of using predictive analytics to help solve health crisis such as the COVID-19 pandemic, provide access to practical step-by-step tutorials and case studies online, and use exercises based on real-world examples of successful predictive and prescriptive tools and systems. The final part of the book focuses on specific technical operations related to quality, cost-effective medical and nursing care delivery and administration brought by practical predictive analytics. Brings a historical perspective in medical care to discuss both the current status of health care delivery worldwide and the importance of using modern predictive analytics to help solve the health care crisis Provides online tutorials on several predictive analytics systems to help readers apply their knowledge on today’s medical issues and basic research Teaches how to develop effective predictive analytic research and to create decisioning/prescriptive analytic systems to make medical decisions quicker and more accurate

This book presents the proceedings of the 2020 2nd International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT-2021), online conference, on 30 October 2021. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering, addressing a number of broad themes, including novel machine learning and big data analytics methods for IoT security, data mining and statistical modelling for the secure IoT and machine learning-based security detecting protocols, which inspire the development of IoT security and privacy technologies. The contributions cover a wide range of topics: analytics and machine learning applications to IoT security; data-based metrics and risk assessment approaches for IoT; data confidentiality and privacy in IoT; and authentication and access control for data usage in IoT. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals and provides a useful reference guide for newcomers to the IoT security and privacy field.

In this issue of Pediatric Clinics of North America, guest editors Drs. Mary Lieh-Lai and Katherine Cashen bring their considerable expertise to the topic of Pediatric Critical Care. The most common indications for admission to the PICU include respiratory disease, cardiac disease, and neurologic disorders. In this issue, top experts in the field provide current clinical knowledge about these admissions as well as other important critical care admissions, including COVID-19. - Contains 13 relevant, practice-oriented topics including PICU pharmacology; COVID-19 in children; mechanical ventilation and respiratory support of critically ill children; cardiovascular critical care in children; neurocritical care in children; and more. - Provides in-depth clinical reviews on pediatric critical care, offering actionable insights for clinical practice. - Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

A step-by-step guide for business leaders who need to manage successful big data projects Leading in Analytics: The Critical Tasks for Executives to Master in the Age of Big Data takes you through the entire process of guiding an analytics initiative from inception to execution. You’ll learn which aspects of the project to pay attention to, the right questions to ask, and how to keep the project team focused on its mission to produce relevant and valuable project. As an executive, you can’t control every aspect of the process. But if you focus on high-impact factors that you can control, you can ensure an effective outcome. This book describes those factors and offers practical insight on how to get them right. Drawn from best-practice research in the field of analytics, the Manageable Tasks described in this book are specific to the goal of implementing big data tools at an enterprise level. A dream team of analytics and business experts have contributed their knowledge to show you how to choose the right business problem to address, put together the right team, gather the right data, select the right tools, and execute your strategic plan to produce an actionable result. Become an analytics-savvy executive with this valuable book. Ensure the success of analytics initiatives, maximize ROI, and draw value from big data Learn to define success and failure in analytics and big data projects Set your organization up for analytics success by identifying problems that have big data solutions Bring together the people, the tools, and the strategies that are right for the job By learning to pay attention to critical tasks in every analytics project, non-technical executives and strategic planners can guide their organizations to measurable results.

This extensively updated textbook is a comprehensive study guide that covers pediatric critical care principles and specific disease entities commonly encountered by the pediatric critical care medicine (PCCM) practitioner. Pathophysiologic aspects unique to the pediatric patient are emphasized. The first edition has become a highly utilized text for pediatric critical care fellows. The second edition will prove even more valuable to the fellow in-training and indeed to any clinical pediatric intensivist. In addition to updating the chapters from the previous edition, there are new chapters on topics such as central nervous structure and function, palliative care, child abuse and practical biostatistics. Pediatric Critical Care: Text and Study Guide is an invaluable clinically focused resource for PCCM practitioners. Allowing for concise reading on specific topics, this book acts as both text and study guide covering advanced physiology, pathophysiology, diagnostic considerations and treatment approaches that should be mastered by the higher level PCCM practitioner. The large number of illustrations complements the text in each chapter that also includes key references and case-orientated questions that help reinforce important ideas learned in the chapter.

This book is a comprehensive guide to all aspects on paediatric intensive care. The fourth edition has been fully revised to include the latest guidelines and advances in technology. The extensive text of 1200 pages explains practical and surgical issues, with thorough coverage of respiratory and cardiac care. Other conditions specific to different systems of the body are also discussed – endocrine, gastrointestinal, neurological and more. Several chapters are dedicated to environmental injuries including burns, electric shock, heat disorders, near-drowning, and poisoning. The book concludes with discussion on psychosocial issues, ethical and medicolegal aspects, training, research, quality improvement, and use of therapeutic drugs in paediatric intensive care. The text is highly illustrated with clinical photographs, diagrams and flowcharts. Key points Comprehensive guide to all aspects of paediatric intensive care Fully revised fourth edition featuring latest guidelines and technological advances Extensive text of 1200 pages further enhanced by clinical photographs, diagrams and flowcharts Previous edition (9789351527398) published in 2015