Stephan Kudyba's Books

Healthcare Informatics

Improving Efficiency through Technology, Analytics, and Management

By: Stephan P. Kudyba

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Healthcare Informatics

Improving Efficiency through Technology, Analytics, and Management

By: Stephan P. Kudyba

Healthcare Informatics: Improving Efficiency through Technology, Analytics, and Management supplies an understanding of the different types of healthcare service providers, corresponding information technologies, analytic methods, and data issues that play a vital role in transforming the healthcare industry. All of these elements are reshaping the various activities such as workflow and processes of hospitals, healthcare systems, ACOs, and patient analytics, including hot spotting, risk stratification, and treatment effectiveness. A follow-up to Healthcare Informatics: Improving Efficiency and Productivity, this latest book includes new content that examines the evolution of Big Data and how it is revolutionizing the healthcare industry. It presents strategies for achieving national goals for the meaningful use of health information technology and includes sound project management principles and case illustrations for technology roll-out, such as Computer Physician Order Entry (CPOE) for optimal utilization. The book describes how to enhance process efficiency by linking technologies, data, and analytics with strategic initiatives to achieve success. It explains how to leverage data resources with analytics to enhance decision support for care providers through in-depth descriptions of the array of analytic methods that are used to create actionable information, including Business Intelligence, Six Sigma, Data, and Text Mining.

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Page Count

354

Publisher

CRC Press

Published Date

ISBN 10

1351656082

ISBN 13

9781351656085

Data Mining and Business Intelligence

A Guide to Productivity

By: Stephan Kudyba,Richard Hoptroff

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Data Mining and Business Intelligence

A Guide to Productivity

By: Stephan Kudyba,Richard Hoptroff

Annotation Provides an overview of data mining technology and how it is applied in a business environment. Material is not written in a technical style, but rather addresses the applied methodology behind implementing data mining techniques in the corporate environment. Explains how the technology evolved, overviews the methodologies that comprise the data mining spectrum, and looks at everyday business applications for data mining, in areas such as marketing and advertising promotions and pricing policies using econometric-based modeling, and using the Internet to help improve an organization's performance. Kudyba is an economic consultant. Hoptroff is an independent consultant with experience in data mining software. Annotation c. Book News, Inc., Portland, OR (booknews.com).

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184

Publisher

IGI Global

Published Date

ISBN 10

1930708033

ISBN 13

9781930708037

Healthcare Informatics

Strategies for the Digital Era

By: Stephan P. Kudyba

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Healthcare Informatics

Strategies for the Digital Era

By: Stephan P. Kudyba

This book addresses how health apps, in-home measurement devices, telemedicine, data mining, and artificial intelligence and smart medical algorithms are all enabled by the transition to a digital health infrastructure.....it provides a comprehensive background with which to understand what is happening in healthcare informatics and why."—C. William Hanson, III, MD, Chief Medical Information Officer and Vice President, University of Pennsylvania Health System. "This book is dedicated to the frontline healthcare workers, who through their courage and honor to their profession, helped maintain a reliable service to the population at large, during a chaotic time. These individuals withstood fear and engaged massive uncertainty and risk to perform their duties of providing care to those in need at a time of crisis. May the world never forget the COVID-19 pandemic and the courage of our healthcare workers".—Stephan P. Kudyba, Author Healthcare Informatics: Evolving Strategies in the Digital Era focuses on the services, technologies, and processes that are evolving in the healthcare industry. It begins with an introduction to the factors that are driving the digital age as it relates to the healthcare sector and then covers strategic topics such as risk management, project management, and knowledge management that are essential for successful digital initiatives. It delves into facets of the digital economy and how healthcare is adapting to the geographic, demographic, and physical needs of the population and highlights the emergence and importance of apps and telehealth. It also provides a high-level approach to managing pandemics by applying the various elements of the digital ecosystem. The book covers such technologies as: Computerized physician order entry (CPOE) Clinical Information Systems Alerting systems and medical sensors Electronic healthcare records (EHRs) Mobile healthcare and telehealth. Apps Business Intelligence and Decision Support Analytics Digital outreach to the population Artificial Intelligence The book then closes the loop on the efficiency enhancing process with a focus on utilizing analytics for problem solving for a variety of healthcare processes including the pharmaceutical sector. Finally, the book ends with current and futuristic views on evolving applications of AI throughout the industry.

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Page Count

253

Publisher

CRC Press

Published Date

ISBN 10

1000330354

ISBN 13

9781000330359

Information Technology, Corporate Productivity, and the New Economy

By: Stephan Kudyba

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Information Technology, Corporate Productivity, and the New Economy

By: Stephan Kudyba

The authors bring a dual perspective—that of a practicing consultant and that of a professor of economics—to the complex strategic questions facing managers and corporate leaders who want their firms to get the most out of their investments in information technology. The information economy is built upon the myriad and sometimes unforeseen ways in which information technologies have become engines of productivity in themselves, rather than just fancy adjuncts. In explaining the rise of the information economy, the authors provide not only valuable context often missing from today's discussions but also a thorough understanding of the origination, development, and diffusion process of innovations. They also examine prevailing practices and implications for the future, including the potential pitfalls common to some information technology strategies. Relying on an underpinning of economic theory combined with heavy empirical analysis, Kudyba and Diwan describe the true nature of the information economy, paying as much attention to its particularities as to its more profound implications. How is information technology being implemented across industry sectors, and how can it be harnessed to improve overall firm-level productivity? How have innovations in high technology impacted e-commerce? Which e-commerce strategies prevail, and what can be expected of them? How can traditional economic theory help managers evaluate such in-vogue strategies as customer relationship management, market exchanges, and supply chain management? The authors answer these questions and more, including one of the most vexing in the short history of e-commerce: What led to the demise of so many technology stocks and dot-coms following the spring 2000 Nasdaq plunge, and what are the longer-term prospects for e-business?

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Page Count

251

Publisher

Bloomsbury Publishing USA

Published Date

ISBN 10

0313006849

ISBN 13

9780313006845

Big Data, Mining, and Analytics

Components of Strategic Decision Making

By: Stephan Kudyba

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Big Data, Mining, and Analytics

Components of Strategic Decision Making

By: Stephan Kudyba

There is an ongoing data explosion transpiring that will make previous creations, collections, and storage of data look trivial. Big Data, Mining, and Analytics: Components of Strategic Decision Making ties together big data, data mining, and analytics to explain how readers can leverage them to extract valuable insights from their data. Facilitating a clear understanding of big data, it supplies authoritative insights from expert contributors into leveraging data resources, including big data, to improve decision making. Illustrating basic approaches of business intelligence to the more complex methods of data and text mining, the book guides readers through the process of extracting valuable knowledge from the varieties of data currently being generated in the brick and mortar and internet environments. It considers the broad spectrum of analytics approaches for decision making, including dashboards, OLAP cubes, data mining, and text mining. Includes a foreword by Thomas H. Davenport, Distinguished Professor, Babson College; Fellow, MIT Center for Digital Business; and Co-Founder, International Institute for Analytics Introduces text mining and the transforming of unstructured data into useful information Examines real time wireless medical data acquisition for today’s healthcare and data mining challenges Presents the contributions of big data experts from academia and industry, including SAS Highlights the most exciting emerging technologies for big data—Hadoop is just the beginning Filled with examples that illustrate the value of analytics throughout, the book outlines a conceptual framework for data modeling that can help you immediately improve your own analytics and decision-making processes. It also provides in-depth coverage of analyzing unstructured data with text mining methods to supply you with the well-rounded understanding required to leverage your information assets into improved strategic decision making.

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Page Count

324

Publisher

CRC Press

Published Date

ISBN 10

1466568704

ISBN 13

9781466568709

Healthcare Informatics

Strategies for the Digital Era

By: Stephan P. Kudyba

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Healthcare Informatics

Strategies for the Digital Era

By: Stephan P. Kudyba

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Solve jigsaw puzzle

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Page Count

253

Publisher

CRC Press

Published Date

ISBN 10

1000330354

ISBN 13

9781000330359

Healthcare Informatics

Strategies for the Digital Era

By: Stephan Kudyba

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Healthcare Informatics

Strategies for the Digital Era

By: Stephan Kudyba

This book addresses how health apps, in-home measurement devices, telemedicine, data mining, and artificial intelligence and smart medical algorithms are all enabled by the transition to a digital health infrastructure.....it provides a comprehensive background with which to understand what is happening in healthcare informatics and why."--C. William Hanson, III, MD, Chief Medical Information Officer and Vice President, University of Pennsylvania Health System. "This book is dedicated to the frontline healthcare workers, who through their courage and honor to their profession, helped maintain a reliable service to the population at large, during a chaotic time. These individuals withstood fear and engaged massive uncertainty and risk to perform their duties of providing care to those in need at a time of crisis. May the world never forget the COVID-19 pandemic and the courage of our healthcare workers".--Stephan P. Kudyba, Author Healthcare Informatics: Evolving Strategies in the Digital Era focuses on the services, technologies, and processes that are evolving in the healthcare industry. It begins with an introduction to the factors that are driving the digital age as it relates to the healthcare sector and then covers strategic topics such as risk management, project management, and knowledge management that are essential for successful digital initiatives. It delves into facets of the digital economy and how healthcare is adapting to the geographic, demographic, and physical needs of the population and highlights the emergence and importance of apps and telehealth. It also provides a high-level approach to managing pandemics by applying the various elements of the digital ecosystem. The book covers such technologies as: Computerized physician order entry (CPOE) Clinical Information Systems Alerting systems and medical sensors Electronic healthcare records (EHRs) Mobile healthcare and telehealth. Apps Business Intelligence and Decision Support Analytics Digital outreach to the population Artificial Intelligence The book then closes the loop on the efficiency enhancing process with a focus on utilizing analytics for problem solving for a variety of healthcare processes including the pharmaceutical sector. Finally, the book ends with current and futuristic views on evolving applications of AI throughout the industry.

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Page Count

253

Publisher

CRC Press

Published Date

ISBN 10

1003140890

ISBN 13

9781003140894

Managing Data Mining

Advice from Experts

By: Stephan Kudyba

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Managing Data Mining

Advice from Experts

By: Stephan Kudyba

The use of high-end analytical software technologies, or data mining, can aid decision makers in extracting information and knowledge from their sometimes overwhelming store of data collected continuously in their organizations. The chapters in this collection, each written by noted practitioners and experts in various organizations, will provide you with ideas and measurements in this growing management concern."--BOOK JACKET.

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Age

Page Count

260

Publisher

IGI Global

Published Date

ISBN 10

1591402441

ISBN 13

9781591402442

Data Mining and Business Intelligence

A Guide to Productivity

By: Stephan Kudyba,Richard Hoptroff

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Data Mining and Business Intelligence

A Guide to Productivity

By: Stephan Kudyba,Richard Hoptroff

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Solve jigsaw puzzle

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Page Count

184

Publisher

IGI Global

Published Date

ISBN 10

1930708033

ISBN 13

9781930708037

Book's by Stephan Kudyba

Healthcare Informatics

Healthcare Informatics

Data Mining and Business Intelligence

Data Mining and Business Intelligence

Healthcare Informatics

Healthcare Informatics

Information Technology, Corporate Productivity, and the New Economy

Information Technology, Corporate Productivity, and the New Economy

Big Data, Mining, and Analytics

Big Data, Mining, and Analytics

Healthcare Informatics

Healthcare Informatics

Healthcare Informatics

Healthcare Informatics

Managing Data Mining

Managing Data Mining

Data Mining and Business Intelligence

Data Mining and Business Intelligence

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