Healthcare Analytics Made Simple: Techniques in healthcare computing using machine learning and Python

ISBN: 1787286703

Language: English

Category: Uncategorized


Posted on 2018-08-08, by manhneovn.

Description

http://www.hostpic.org/images/1808080417510117.jpg
English | 31 July 2018 | ISBN: 1787286703 | 268 Pages | EPUB | 2.28 MB
Add a touch of data analytics to your healthcare systems and get insightful outcomes

Key Features
Perform healthcare analytics with Python and SQL
Build predictive models on real healthcare data with pandas and scikit-learn
Use analytics to improve healthcare performance
Book Description
In recent years, machine learning technologies and analytics have been widely utilized across the healthcare sector. Healthcare Analytics Made Simple bridges the gap between practising doctors and data scientists. It equips the data scientistsâ„¢ work with healthcare data and allows them to gain better insight from this data in order to improve healthcare outcomes.

This book is a complete overview of machine learning for healthcare analytics, briefly describing the current healthcare landscape, machine learning algorithms, and Python and SQL programming languages. The step-by-step instructions teach you how to obtain real healthcare data and perform descriptive, predictive, and prescriptive analytics using popular Python packages such as pandas and scikit-learn. The latest research results in disease detection and healthcare image analysis are reviewed.

By the end of this book, you will understand how to use Python for healthcare data analysis, how to import, collect, clean, and refine data from electronic health record (EHR) surveys, and how to make predictive models with this data through real-world algorithms and code examples.

What you will learn
Gain valuable insight into healthcare incentives, finances, and legislation
Discover the connection between machine learning and healthcare processes
Use SQL and Python to analyze data
Measure healthcare quality and provider performance
Identify features and attributes to build successful healthcare models
Build predictive models using real-world healthcare data
Become an expert in predictive modeling with structured clinical data
See what lies ahead for healthcare analytics
Who this book is for
Healthcare Analytics Made Simple is for you if you are a developer who has a working knowledge of Python or a related programming language, although you are new to healthcare or predictive modeling with healthcare data. Clinicians interested in analytics and healthcare computing will also benefit from this book. This book can also serve as a textbook for students enrolled in an introductory course on machine learning for healthcare.

Table of Contents
Introduction to Healthcare Analytics
Healthcare Foundations
Machine Learning Foundations
Computing Foundations - Databases
Computing Foundations - Introduction to Python
Measuring Healthcare Quality
Making Predictive Models in Healthcare
Healthcare Predictive Models - A Review
The Future - Healthcare and Emerging Technologies
Download:


Sponsored High Speed Downloads
7966 dl's @ 2271 KB/s
Download Now [Full Version]
8022 dl's @ 2343 KB/s
Download Link 1 - Fast Download
9155 dl's @ 2342 KB/s
Download Mirror - Direct Download



Search More...
Healthcare Analytics Made Simple: Techniques in healthcare computing using machine learning and Python

Search free ebooks in ebookee.com!


Links
Download this book

No active download links here?
Please check the description for download links if any or do a search to find alternative books.


Related Books

  1. Ebooks list page : 36894
  2. 2012-08-07Office 2010 Made Simple
  3. 2012-08-07iPad 2 Made Simple
  4. 2012-08-07Windows 7 Made Simple (Made Simple Apress)
  5. 2012-05-18VBA for Excel Made Simple (Made Simple Programming)
  6. 2011-11-06Office 2010 Made Simple
  7. 2017-10-06[PDF] Pervasive Healthcare Computing: EMR/EHR, Wireless and Health Monitoring - Removed
  8. 2012-05-04Pervasive Healthcare Computing: EMR/EHR, Wireless and Health Monitoring (Repost)
  9. 2009-08-25Pervasive Healthcare Computing: EMR/EHR, Wireless and Health Monitoring (2009)
  10. 2019-07-10Machine Learning and AI for Healthcare Big Data for Improved Health Outcomes
  11. 2018-12-14Smart Phone Smart Photography Simple techniques for taking incredible pictures with iPhone and Andro...
  12. 2017-12-28[PDF] ACT Made Simple: An Easy-To-Read Primer on Acceptance and Commitment Therapy
  13. 2017-12-02[PDF] Art of Drawing People: Discover simple techniques for drawing a variety of figures and portraits (Collector's Series)
  14. 2017-11-26[PDF] Cloud Governance and Management Made Simple: Practical Step-by-Step Guide for Small and Mid-Sized Organizations (Technology Management Made Simple Book 1)
  15. 2014-05-29Act Made Simple: An Easy-to-Read Primer on Acceptance and Commitment Therapy
  16. 2013-12-23Droids Made Simple: For the Droid, Droid X, Droid 2, and Droid 2 Global
  17. 2013-07-16Droids Made Simple: For the Droid, Droid X, Droid 2, and Droid 2 Global
  18. 2013-05-27Droids Made Simple: For the Droid, Droid X, Droid 2, and Droid 2 Global
  19. 2013-05-26Droids Made Simple: For the Droid, Droid X, Droid 2, and Droid 2 Global
  20. 2013-05-24Droids Made Simple: For the Droid, Droid X, Droid 2, and Droid 2 Global (Repost)

Comments

No comments for "Healthcare Analytics Made Simple: Techniques in healthcare computing using machine learning and Python".


    Add Your Comments
    1. Download links and password may be in the description section, read description carefully!
    2. Do a search to find mirrors if no download links or dead links.
    Back to Top