Healthcare Analytics Made Simple by Vikas "Vik" Kumar

By Vikas "Vik" Kumar

Key Features

  • Bring IT and Analytics for Healthcare to regimen perform with this example-rich guide.
  • Gain higher insights into healthcare workflow, remedy, and optimize cash involved.
  • It Bridges the distance among the speculation of computing device studying and desires of the healthcare community.
  • Perform effective programming and analytics for healthcare business

Book Description

This e-book is a self-contained evaluate of desktop studying for healthcare analytics. publication describes in short the present foreign healthcare panorama, computing device studying algorithms, and the Python programming language.Application of those ideas to well known healthcare analytic use-cases that healthcare companies are clamoring to resolve, reminiscent of readmission prediction and emergency division end result assessment and so on. every one bankruptcy will conceal a brand new use-case with a brand new laptop studying set of rules and may enhance step by step code enough for implementation.

The practical results of the booklet is to illustrate that how Python programs are used for info research, the way to import, gather, fresh, and refine info from digital overall healthiness checklist (EHR) surveys, and the way to make predictive versions with this information, with assistance from real-world examples.

What you'll learn

  • Gain important historical past and perception into the healthcare industry.
  • Gets a head-start into predictive healthcare analytics utilizing the robust Python programming language.
  • It develops a 6th experience for the beneficial properties and attributes which are very important for development profitable types in healthcare.
  • Learn in regards to the use-cases that healthcare services are clamoring to solve.
  • Become a professional with predictive modeling with established medical data.

About the Author

Vikas “Vik” Kumar grew up within the usa in Upstate manhattan. He earned his MD from the college of Pittsburgh yet almost immediately after he came upon his real calling of desktops and information technological know-how. He then earned his MS within the collage of Computing at Georgia Institute of know-how. He at present lives in Atlanta, Georgia and works as a knowledge scientist at Philips Wellcentive.

Show description

Read Online or Download Healthcare Analytics Made Simple PDF

Best data mining books

Recommender Systems for Location-based Social Networks (SpringerBriefs in Electrical and Computer Engineering)

On-line social networks acquire details from clients' social contacts and their day-by-day interactions (co-tagging of photographs, co-rating of goods and so on. ) to supply them with suggestions of recent items or friends. Lately, technological progressions in cellular units (i. e. shrewdpermanent telephones) enabled the incorporation of geo-location info within the conventional web-based on-line social networks, bringing the recent period of Social and cellular net.

Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques: A Guide to Data Science for Fraud Detection (Wiley and SAS Business Series)

Become aware of fraud past to mitigate loss and forestall cascading harm Fraud Analytics utilizing Descriptive, Predictive, and Social community Techniques is an authoritative guidebook for constructing a entire fraud detection analytics answer. Early detection is a key think about mitigating fraud harm, however it includes extra really good recommendations than detecting fraud on the extra complicated levels.

A User's Guide to Business Analytics

A User's consultant to enterprise Analytics offers a entire dialogue of statistical equipment worthy to the company analyst. equipment are constructed from a pretty easy point to house readers who've restricted education within the idea of facts. a considerable variety of case reports and numerical illustrations utilizing the R-software package deal are supplied for the good thing about influenced newcomers who are looking to get a head commence in analytics in addition to for specialists at the task who will profit by utilizing this article as a reference ebook.

Time Series Analysis Methods and Applications for Flight Data

This ebook specializes in varied aspects of flight facts research, together with the elemental targets, equipment, and implementation thoughts. As mass flight facts possesses the common features of time sequence, the time sequence research tools and their program for flight facts were illustrated from numerous elements, akin to facts filtering, facts extension, function optimization, similarity seek, pattern tracking, fault analysis, and parameter prediction, and so forth.

Additional info for Healthcare Analytics Made Simple

Example text

Download PDF sample

Rated 4.71 of 5 – based on 49 votes