Practical Predictive Analytics and Decisioning Systems for Medicine

Written By Linda Miner
Practical Predictive Analytics and Decisioning Systems for Medicine
  • Publsiher : Academic Press
  • Release : 27 September 2014
  • ISBN : 012411640X
  • Pages : 1110 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Practical Predictive Analytics and Decisioning Systems for Medicine written by Linda Miner which was release on 27 September 2014, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: With the advent of electronic medical records years ago and the increasing capabilities of computers, our healthcare systems are sitting on growing mountains of data. Not only does the data grow from patient volume but the type of data we store is also growing exponentially. Practical Predictive Analytics and Decisioning Systems for Medicine provides research tools to analyze these large amounts of data and addresses some of the most pressing issues and challenges where data integrity is compromised: patient safety, patient communication, and patient information. Through the use of predictive analytic models and applications, this book is an invaluable resource to predict more accurate outcomes to help improve quality care in the healthcare and medical industries in the most cost–efficient manner. Practical Predictive Analytics and Decisioning Systems for Medicine provides the basics of predictive analytics for those new to the area and focuses on general philosophy and activities in the healthcare and medical system. It explains why predictive models are important, and how they can be applied to the predictive analysis process in order to solve real industry problems. Researchers need this valuable resource to improve data analysis skills and make more accurate and cost-effective decisions. Includes models and applications of predictive analytics why they are important and how they can be used in healthcare and medical research Provides real world step-by-step tutorials to help beginners understand how the predictive analytic processes works and to successfully do the computations Demonstrates methods to help sort through data to make better observations and allow you to make better predictions

Practical Predictive Analytics and Decisioning Systems for Medicine

Practical Predictive Analytics and Decisioning Systems for Medicine
  • Author : Linda Miner,Pat Bolding,Joseph Hilbe,Mitchell Goldstein,Thomas Hill,Robert Nisbet,Nephi Walton,Gary Miner
  • Publisher : Academic Press
  • Release Date : 2014-09-27
  • Total pages : 1110
  • ISBN : 012411640X
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Summary : With the advent of electronic medical records years ago and the increasing capabilities of computers, our healthcare systems are sitting on growing mountains of data. Not only does the data grow from patient volume but the type of data we store is also growing exponentially. Practical Predictive Analytics and Decisioning ...

Practical Predictive Analytics

Practical Predictive Analytics
  • Author : Ralph Winters
  • Publisher : Packt Publishing Ltd
  • Release Date : 2017-06-30
  • Total pages : 576
  • ISBN : 012411640X
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Summary : Make sense of your data and predict the unpredictable About This Book A unique book that centers around develop six key practical skills needed to develop and implement predictive analytics Apply the principles and techniques of predictive analytics to effectively interpret big data Solve real-world analytical problems with the help ...

Handbook of Statistical Analysis and Data Mining Applications

Handbook of Statistical Analysis and Data Mining Applications
  • Author : Robert Nisbet,Gary Miner,Ken Yale
  • Publisher : Elsevier
  • Release Date : 2017-11-09
  • Total pages : 822
  • ISBN : 012411640X
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Summary : Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths ...

Practical Text Mining and Statistical Analysis for Non structured Text Data Applications

Practical Text Mining and Statistical Analysis for Non structured Text Data Applications
  • Author : Gary Miner
  • Publisher : Academic Press
  • Release Date : 2012
  • Total pages : 1053
  • ISBN : 012411640X
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Summary : The world contains an unimaginably vast amount of digital information which is getting ever vaster ever more rapidly. This makes it possible to do many things that previously could not be done: spot business trends, prevent diseases, combat crime and so on. Managed well, the textual data can be used ...

HEALTHCARE s OUT SICK PREDICTING A CURE Solutions that WORK

HEALTHCARE s OUT SICK   PREDICTING A CURE   Solutions that WORK
  • Author : Gary D. Miner,Linda Miner,Darrell L. Dean
  • Publisher : CRC Press
  • Release Date : 2019-01-04
  • Total pages : 280
  • ISBN : 012411640X
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Summary : The U.S. healthcare system is in "complete chaos-disarray." Medical costs have increased significantly over the past 6 years with 70% increase for deductibles and 24% or more for health insurance premiums. All the while, workers earnings have either not increased or if they did, the pay raises were for less than the ...

It s All Analytics

It s All Analytics
  • Author : Scott Burk,Gary D. Miner
  • Publisher : CRC Press
  • Release Date : 2020-07-02
  • Total pages : 272
  • ISBN : 012411640X
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Summary : It's All Analytics! The Foundations of AI, Big Data and Data Science Landscape for Professionals in Healthcare, Business, and Government (978-0-367-35968-3, 325690) Professionals are challenged each day by a changing landscape of technology and terminology. In recent history, especially in the last 25 years, there has been an explosion ...

It s All Analytics Part II

It s All Analytics   Part II
  • Author : SCOTT. SWEENOR BURK (DAVID. MINER, GARY.),David Sweenor,Gary Miner
  • Publisher : Productivity Press
  • Release Date : 2021-09
  • Total pages : 240
  • ISBN : 012411640X
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Summary : Up to 70% and even more of corporate Analytics Efforts fail!!! Even after these corporations have made very large investments, in time, talent, and money, in developing what they thought were good data and analytics programs. Why? Because the executives and decision makers and the entire analytics team have not considered ...