Process Mining Techniques for Managing and Improving Healthcare Systems

管理与改善医疗保健系统的过程挖掘技术

生物医学工程学

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作      者
出  版 社
出版时间
2023年06月26日
装      帧
精装
ISBN
9781032431093
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页      码
214
开      本
234 x 156 mm (6.14 x 9.21
语      种
英文
版      次
1
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图书简介
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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