By Vikas "Vik" Kumar
- 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
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.
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