David L. Olson,OEzgur M. Araz
Data Mining and Analytics in Healthcare Management: Applications and Tools
Data Mining and Analytics in Healthcare Management: Applications and Tools
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This book provides practical data mining methods for healthcare management, focusing on quality and disease prevention, reducing costs, and improving care. It showcases how analytics and knowledge management can help address challenges and presents software solutions for healthcare management.
Format: Hardback
Length: 191 pages
Publication date: 21 April 2023
Publisher: Springer International Publishing AG
This comprehensive book delves into the realm of healthcare management, offering practical approaches to data mining techniques. In today's world, where healthcare quality and disease prevention hold paramount importance, healthcare management faces numerous challenges. These challenges include reducing patient growth through disease prevention, halting or slowing disease progression, and simultaneously reducing healthcare costs while enhancing the quality of care. Recognizing the need for effective solutions, the book provides a comprehensive overview of current healthcare management problems. It highlights the role of analytics and knowledge management in addressing these challenges, showcasing how they have been employed to improve outcomes.
Furthermore, the book demonstrates the practical application of descriptive and predictive analytics tools to tackle these problems. By leveraging these tools, healthcare professionals can gain valuable insights into patient data, enabling them to make informed decisions and implement effective strategies.
In conclusion, this book serves as a valuable resource for a wide range of readers, including researchers and students in the fields of operations research and management, as well as practitioners such as data analysts and decision-makers who work in the healthcare sector. Its comprehensive coverage and practical insights make it an essential tool for anyone seeking to advance the field of healthcare management and improve patient outcomes.
Weight: 477g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031281129
Edition number: 1st ed. 2023
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