By Vikas "Vik" Kumar
- Bring IT and Analytics for Healthcare to regimen perform with this example-rich guide.
- Gain greater insights into healthcare workflow, therapy, and optimize cash involved.
- It Bridges the distance among the idea of desktop studying and desires of the healthcare community.
- Perform effective programming and analytics for healthcare business
This e-book is a self-contained assessment of laptop studying for healthcare analytics. ebook describes in brief the present foreign healthcare panorama, computing device studying algorithms, and the Python programming language.Application of those ideas to renowned healthcare analytic use-cases that healthcare prone are clamoring to unravel, reminiscent of readmission prediction and emergency division end result overview and so forth. every one bankruptcy will hide a brand new use-case with a brand new laptop studying set of rules and should improve step by step code enough for implementation.
The practical results of the booklet is to illustrate that how Python programs are used for information research, how one can import, gather, fresh, and refine information from digital future health list (EHR) surveys, and the way to make predictive versions with this knowledge, with the aid of real-world examples.
What you'll learn
- Gain helpful heritage and perception into the healthcare industry.
- Gets a head-start into predictive healthcare analytics utilizing the strong Python programming language.
- It develops a 6th feel for the positive factors and attributes which are very important for construction profitable versions in healthcare.
- Learn in regards to the use-cases that healthcare services are clamoring to solve.
- Become knowledgeable with predictive modeling with based medical data.
About the Author
Vikas “Vik” Kumar grew up within the usa in Upstate big apple. He earned his MD from the college of Pittsburgh yet almost immediately after he came across his precise calling of desktops and information technology. He then earned his MS within the university of Computing at Georgia Institute of know-how. He presently lives in Atlanta, Georgia and works as a knowledge scientist at Philips Wellcentive.
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