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portada Data Mining and Analytics in Healthcare Management: Applications and Tools
Type
Physical Book
Author
Publisher
Language
English
Pages
191
Format
Hardcover
Dimensions
23.4 x 15.6 x 1.3 cm
Weight
0.46 kg.
ISBN13
9783031281129
Categories

Data Mining and Analytics in Healthcare Management: Applications and Tools

David L. Olson (Author) · Özgür M. Araz (Author) · Springer · Hardcover

Data Mining and Analytics in Healthcare Management: Applications and Tools - Olson, David L. ; Araz, Özgür M.

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Synopsis "Data Mining and Analytics in Healthcare Management: Applications and Tools"

This book presents data mining methods in the field of healthcare management in a practical way. Healthcare quality and disease prevention are essential in today's world. Healthcare management faces a number of challenges, e.g. reducing patient growth through disease prevention, stopping or slowing disease progression, and reducing healthcare costs while improving quality of care. The book provides an overview of current healthcare management problems and highlights how analytics and knowledge management have been used to better cope with them. It then demonstrates how to use descriptive and predictive analytics tools to help address these challenges. In closing, it presents applications of software solutions in the context of healthcare management. Given its scope, the book will appeal to a broad readership, from researchers and students in the operations research and management field to practitioners such as data analysts and decision-makers who work in the healthcare sector.

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