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.

How and to what extent do decisions affect business performance? Despite years of study by academic researchers and industry practitioners, there still remains a need to draw a clear and established connection between decision making and performance. By closely examining consequential business decisions made by key executives, this book offers a better understanding of business performance and recommendations for improved business practices. Through the use of case studies and interviews with business leaders based on 17 theorized measures of performance, this breakthrough study not only clarifies the impact of decisions on business performance, but also defines and distinguishes decisions that lead to successful and unsuccessful performance. Recommendations are made to optimize decision making for businesses of all sizes and projections about the future of decision making and performance are provided. This book can be used both as a reference source for academic researchers and students seeking further research on the subject, and as a practical guide for leaders and business professionals seeking advancement and better decision making within the industry.

A successful Wall Street trader turned neuroscientist reveals how risk taking and stress transform our body chemistry
Before he became a world-class scientist, John Coates ran a derivatives trading desk in New York City. He used the expression "the hour between dog and wolf" to refer to the moment of Jekyll-and-Hyde transformation traders passed through when under pressure. They became cocky and irrationally risk-seeking when on a winning streak, tentative and risk-averse when cowering from losses. In a series of groundbreaking experiments, Coates identified a feedback loop between testosterone and success--one that can cloud men's judgment in high-pressure decision-making. Coates demonstrates how our bodies produce the fabled gut feelings we so often rely on, how stress in the workplace can impair our judgment and even damage our health, and how sports science can help us toughen our bodies against the ravages of stress. Revealing the biology behind bubbles and crashes, "The Hour Between Dog and Wolf "sheds new and surprising light on issues that affect us all.

Decision-making is an activity in which everyone is engaged on a more or less daily basis. In this book, Karin Brunsson and Nils Brunsson explore the intricacies of decision-making for individuals and organizations. When, how and why do they make decisions? The authors identify four distinct ways of reasoning that decision-makers use. The consequences of decisions vary: some promote action, others impede it, and some produce more responsibility than others. With in-depth discussions of rationality, justifications and hypocrisy, the authors show how organizational and political decision processes become over-complicated and difficult for both decision makers and external observers to understand. Decisions is a concise and easy-to-read introduction to a highly significant and intriguing topic. Based on research from several fields, it provides useful reading and essential knowledge for scholars and students throughout the social sciences and for everyone who wants to understand their own decisions and those of others.