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The Economics of Artificial Intelligence
A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding both the benefits of and barriers to AI adoption is essential for designing policies that will affect the evolution of the healthcare system.
Power and Prediction
Disruption resulting from the proliferation of AI is coming. The authors of the bestselling Prediction Machines can help you prepare. Artificial intelligence (AI) has impacted many industries around the world—banking and finance, pharmaceuticals, automotive, medical technology, manufacturing, and retail. But it has only just begun its odyssey toward cheaper, better, and faster predictions that drive strategic business decisions. When prediction is taken to the max, industries transform, and with such transformation comes disruption. What is at the root of this? In their bestselling first book, Prediction Machines, eminent economists Ajay Agrawal, Joshua Gans, and Avi Goldfarb explained the...
Prediction Machines, Updated and Expanded
Named one of "The five best books to understand AI" by The Economist The impact AI will have is profound, but the economic framework for understanding it is surprisingly simple. Artificial intelligence seems to do the impossible, magically bringing machines to life—driving cars, trading stocks, and teaching children. But facing the sea change that AI brings can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In the face of such uncertainty, many either cower in fear or predict an impossibly sunny future. But in Prediction Machines, three eminent economists recast the rise of AI as a dro...
You are the Best Wife
Ajay believes in living for himself; Bhavna teaches him to live for others. Ajay is a planner for life; Bhavna makes him live in every moment. You are the Best Wife is a story of two people with contradictory ideologies who fall in love. It changes them for good. It changes the way they look at the world and the way the world looks at them. Until destiny reveals its plans. This is a true inspiring story of the author and his struggle with life, after his beloved wife left him halfway through their journey. But her last words, ‘you are the best husband’ gave him the strength to live on, and fulfil his promise of love. Told with frankness and doses of humor, this heartwarming tale of a boy and a girl who never gave up on their love in face of adversities, ends on a bittersweet and poignant note as Ajay comes to terms with the biggest lesson life has to offer.
A Practical Guide to Surgical Instruments, X-rays and Operative Interventions
This book provides medical students with a concise overview of surgical instruments, X-rays, and operative procedures. Divided into four sections, the text begins with discussion on metallic instruments such as forceps, stone retrieval forceps, and retractors. The next section covers non-metallic instruments, describing catheters, drains, bags, sutures, and more. Section three provides students with detail on X-rays for gastrointestinal, hepatobiliary, genitourinary, and chest disorders, and the final section explains various operative procedures for different anatomical systems. Topics are presented in bullet point format, highlighting procedures, salient features, contraindications, advantages, disadvantages, and key points. The book is further enhanced by nearly 200 clinical photographs and figures. Key points Concise overview of surgical instruments, X-rays and operative procedures for medical students Covers various different anatomical systems Presented in bullet point format to assist learning Highly illustrated with nearly 200 clinical photographs and figures
Emerging Paradigms in Urban Mobility
Emerging Paradigms in Urban Mobility: Planning, Finance and Implementation explains the types of new urban mobility planning paradigms that are emerging throughout the world, along with their potential to transform the transportation landscape. As half of the world's 7 billion people now live in cities, thus causing severe road congestion, increased air pollution, energy insecurity and sustainability problems in cities and the planet itself, this book presents new paradigms that are emerging to address these problems, along with other topics of note, including economic efficiency, health, the well-being of cities and their residents, urban mobility transformations, and the role of social med...
Economic Analysis of the Digital Economy
There is a small and growing literature that explores the impact of digitization in a variety of contexts, but its economic consequences, surprisingly, remain poorly understood. This volume aims to set the agenda for research in the economics of digitization, with each chapter identifying a promising area of research. "Economics of Digitization "identifies urgent topics with research already underway that warrant further exploration from economists. In addition to the growing importance of digitization itself, digital technologies have some features that suggest that many well-studied economic models may not apply and, indeed, so many aspects of the digital economy throw normal economics in a loop. "Economics of Digitization" will be one of the first to focus on the economic implications of digitization and to bring together leading scholars in the economics of digitization to explore emerging research.
Practical Time Series Analysis
Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase. Covering innovations in time series data analysis and use cases from the real world, this practical guide will help you solve the most common data engineering and analysis challengesin time series, using both traditional statistical and modern machine learning techniques. Author Aileen Nielsen offers an accessible, well-rounded introduction to time series in both R and Python that will have data scientists, software engineers, and researchers up and running quickly. You’ll get the guidance you need to confidently: Find and wrangle time series data Undertake exploratory time series data analysis Store temporal data Simulate time series data Generate and select features for a time series Measure error Forecast and classify time series with machine or deep learning Evaluate accuracy and performance
