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Cases on Health Outcomes and Clinical Data Mining: Studies and Frameworks

2010-02-28 Computers
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Release : 2010-02-28
Genre : Computers
Kind : eBook
Book Rating : 244/5 ( reviews)

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Book Synopsis Cases on Health Outcomes and Clinical Data Mining: Studies and Frameworks by : Cerrito, Patricia

Download or read book Cases on Health Outcomes and Clinical Data Mining: Studies and Frameworks written by Cerrito, Patricia. This book was released on 2010-02-28. Available in PDF, EPUB and Kindle. Book excerpt: "Because so much data is now becoming readily available to investigate health outcomes, it is important to examine just how statistical models are used to do this. This book studies health outcomes research using data mining techniques"--Provided by publisher.

Clinical Data Mining for Physician Decision Making and Investigating Health Outcomes: Methods for Prediction and Analysis

2010-06-30 Computers
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Release : 2010-06-30
Genre : Computers
Kind : eBook
Book Rating : 069/5 ( reviews)

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Book Synopsis Clinical Data Mining for Physician Decision Making and Investigating Health Outcomes: Methods for Prediction and Analysis by : Cerrito, Patricia

Download or read book Clinical Data Mining for Physician Decision Making and Investigating Health Outcomes: Methods for Prediction and Analysis written by Cerrito, Patricia. This book was released on 2010-06-30. Available in PDF, EPUB and Kindle. Book excerpt: "This book shows how the investigation of healthcare databases can be used to examine physician decisions to develop evidence-based treatment guidelines that optimize patient outcomes"--Provided by publisher.

Clinical Data-Mining in Practice-Based Research

2001 Business & Economics
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Release : 2001
Genre : Business & Economics
Kind : eBook
Book Rating : 083/5 ( reviews)

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Book Synopsis Clinical Data-Mining in Practice-Based Research by : Irwin Epstein

Download or read book Clinical Data-Mining in Practice-Based Research written by Irwin Epstein. This book was released on 2001. Available in PDF, EPUB and Kindle. Book excerpt: This groundbreaking book will show you how to use existing patient records to do original research so you can custom-tailor programs to fit the specific needs of your department. Clinical Data-Mining in Practice-Based Research draws from the experiences of members of the Mount Sinai Department of Social Work staff. By analyzing case data, these professionals were able to identify biopsychosocial factors that affected social-health outcomes, and therefore to assess, maintain, and improve the quality of social work services. The detailed discussions in this book will help you apply these techniques toward improving your own service.

Process Mining in Healthcare

2015-03-12 Computers
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Release : 2015-03-12
Genre : Computers
Kind : eBook
Book Rating : 710/5 ( reviews)

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Book Synopsis Process Mining in Healthcare by : Ronny S. Mans

Download or read book Process Mining in Healthcare written by Ronny S. Mans. This book was released on 2015-03-12. Available in PDF, EPUB and Kindle. Book excerpt: What are the possibilities for process mining in hospitals? In this book the authors provide an answer to this question by presenting a healthcare reference model that outlines all the different classes of data that are potentially available for process mining in healthcare and the relationships between them. Subsequently, based on this reference model, they explain the application opportunities for process mining in this domain and discuss the various kinds of analyses that can be performed. They focus on organizational healthcare processes rather than medical treatment processes. The combination of event data and process mining techniques allows them to analyze the operational processes within a hospital based on facts, thus providing a solid basis for managing and improving processes within hospitals. To this end, they also explicitly elaborate on data quality issues that are relevant for the data aspects of the healthcare reference model. This book mainly targets advanced professionals involved in areas related to business process management, business intelligence, data mining, and business process redesign for healthcare systems as well as graduate students specializing in healthcare information systems and process analysis.

Clinical Data Mining for Physician Decision Making and Investigating Health Outcomes

2010 Data mining
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Release : 2010
Genre : Data mining
Kind : eBook
Book Rating : 500/5 ( reviews)

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Book Synopsis Clinical Data Mining for Physician Decision Making and Investigating Health Outcomes by : John Cerrito*1954-*

Download or read book Clinical Data Mining for Physician Decision Making and Investigating Health Outcomes written by John Cerrito*1954-*. This book was released on 2010. Available in PDF, EPUB and Kindle. Book excerpt: "This book shows how the investigation of healthcare databases can be used to examine physician decisions to develop evidence-based treatment guidelines that optimize patient outcomes"--Provided by publisher

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