Process Mining Techniques for Managing and Improving Healthcare Systems

£45.99

Process Mining Techniques for Managing and Improving Healthcare Systems

Product design Public ownership / nationalization Personal and public health / health education Health systems and services Engineering: general Ergonomics Electrical engineering Automatic control engineering Communications engineering / telecommunications Computer programming / software engineering Data mining Systems analysis and design Computer architecture and logic design Artificial intelligence

Author: Maha Zayoud

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Language: English

Published by: CRC Press

Published on: 26th June 2023

Format: LCP-protected ePub

ISBN: 9781000898583


This book discusses a new process mining method along with a detailed comparison between different techniques that provide a complete vision of the process of data acquisition, data analysis, and data prediction.

Process Mining Techniques for Managing and Improving Healthcare Systems offers a new framework for process learning which is probabilistic and enables the process to be learned in an accumulative manner. The steps of prediction modeling and building the required knowledge are highlighted throughout the book, along with a strong emphasis on the correlation between the healthcare domain and technology including the different aspects, such as: managing records, information, and procedures; early detection of diseases; and the improvement of accuracy in choosing the right treatment procedures.

This reference provides a wealth of knowledge for practitioners, researchers, and students at the basic and intermediary levels working within the healthcare system, computer science, electronics and communications, as well as medical providers and also hospital management entities.

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