The medical domain is home to many critical challenges that stand to be overcome with the use of data-driven clinical decision support systems (CDSS), and there is a growing set of examples of automated diagnosis, prognosis, drug design, and testing. However, the current state of AI in medicine has been summarized as "high on promise and relatively low on data and proof." If such problems can be addressed, a data-driven approach will be very important to the future of CDSSs as it simplifies the knowledge acquisition and maintenance process, a process that is time-consuming and requires considerable human effort. Diverse Perspectives and State-of-the-Art Approaches to the Utilization of Data-Driven Clinical Decision Support Systems critically reflects on the challenges that data-driven CDSSs must address to become mainstream healthcare systems rather than a small set of exemplars of what might be possible. It further identifies evidence-based, successful data-driven CDSSs. Covering topics such as automated planning, diagnostic systems, and explainable artificial intelligence, this premier reference source is an excellent resource for medical professionals, healthcare administrators, IT managers, pharmacists, students and faculty of higher education, librarians, researchers, and academicians.

In today's competitive market, a manager must be able to look at data, understand it, analyze it, and then interpret it to design a smart business strategy. Big data is also a valuable source of information on how customers interact with firms through various mediums such as social media platforms, online reviews, and many more. The applications and uses of business analytics are numerous and must be further studied to ensure they are utilized appropriately. Data-Driven Approaches for Effective Managerial Decision Making investigates management concepts and applications using data analytics and outlines future research directions. The book also addresses contemporary advancements and innovations in the field of management. Covering key topics such as big data, business intelligence, and artificial intelligence, this reference work is ideal for managers, business owners, industry professionals, researchers, scholars, academicians, practitioners, instructors, and students.

A New York Times bestseller with over 1.3 million copies sold! Only a few months ago, he was a successful executive. Now he's a desperate man. Join David Ponder on an incredible journey to discover the Seven Decisions for success that can turn any life around, no matter how hopeless a situation seems. Forty-six-year-old David Ponder feels like a total failure. Once a high-flying executive in a Fortune 500 company, he now works a part-time, minimum wage job and struggles to support his family. Suddenly an even greater crisis hits: his daughter becomes ill, and he can't even afford to get her the medical help she needs. When David's car skids on an icy road, he wonders if he even cares to survive the crash. But an extraordinary experience awaits David Ponder. He suddenly finds himself traveling back in time, meeting leaders and heroes at crucial moments in their lives-from Abraham Lincoln to Anne Frank. As David speaks with each of these historical figures, they share their personal philosophies with him. By the time his journey is over, he has received seven secrets for success-and a second chance. Among these crucial decisions for success are: The buck stops here, and I am responsible for my past and my future I will seek wisdom and be a servant to others I will greet this day with a forgiving spirit, and I will forgive myself Today I will choose to be happy and be the possessor of a grateful spirit The message is simple: Life is about choices. While we have little control over the events that occur in our lives, success is determined by the choices we make daily. The Traveler's Gift will challenge you, inspire you, and give you seven decisions that you can employ to determine your own personal success. Acclaim for The Traveler's Gift: Good Morning America's "Read This!" book selection for May 2003 Hit the New York Times bestseller list and remained there for 17 weeks Reached #5 on the New York Times Business Bestseller list Wall Street Journal, USA Today, and Publisher's Weekly bestseller Translated into nearly 20 languages, including Braille

The COVID-19 pandemic provides an illustration of how chaotic changes to large systems are caused by small, seemingly insignificant environmental events such as the initial case(s) of COVID-19 in China. From this small starting point for the pandemic, there have been (and continue to be) millions of lives lost and trillions of dollars spent trying to alleviate the effects of the COVID-19 pandemic. World government and corporate leaders are striving to deal with this pandemic, but uncertainty is felt across the globe. Unprecedented strategies (e.g., the United States government's multi-trillion-dollar stimulus package (s)) have been used to halt the spread of COVID-19. These small events cascade throughout larger and larger systems leading to unforeseeable consequences. Organizations must experiment and make decisions on how to react. Decisions must be made and implemented to see what the effects of these decisions are. The chapters in this volume provide important insights for all organizations during this time of crisis. The chapters express bottomup and top-down approaches to a crisis-initiating environmental change by organizations. The chapters provide insight into the way organizations perceive the effect of COVID-19 as 1) a permanent or transitory change in the organization's environment; and 2) as a crisis or opportunity. Taken together, the chapters provide both scientists and practitioners with a starting point for understanding the impact of COVID-19 on organizational theory and on management practice for readers.

Economic Effects of Natural Disasters explores how natural disasters affect sources of economic growth and development. Using theoretical econometrics and real-world data, and drawing on advances in climate change economics, the book shows scholars and researchers how to use various research methods and techniques to investigate and respond to natural disasters. No other book presents empirical frameworks for the evaluation of the quality of macroeconomic research practice with a focus on climate change and natural disasters. Because many of these subjects are so large, different regions of the world use different approaches, hence this resource presents tailored economic applications and evidence.