Process Mining Techniques for Managing and Improving Healthcare System

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.

Sommario

1. Healthcare System. 2. Data Mining and Management Information Systems. 3. Process Mining and Big Data in Healthcare. 4. The Proposed ß Algorithm for Healthcare Systems. 5. Building a Hospital Management Platform. 6. The Advantages of Using the MYL Platform.

Info autore

Maha Zayoud was born in Damascus, Syria, in 1985. She holds PHD degree in the field of industrial engineering from Politehnica University of Bucharest, Romania. B.S. and M.S. degrees in computer engineering from Kuwait University, Kuwait. She is currently with the Department of Computer Engineering, at the College of Engineering and Technology, the American University of the Middle East, Kuwait. Her research interests include machine learning, data and process mining, big data, industrial management systems, and intelligent engineering designs.

Riassunto

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.

Dettagli sul prodotto

• Autori: Maha Zayoud
• Editore: Taylor & Francis Ltd.
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 29.11.2024
• EAN: 9781032432755
• ISBN: 978-1-0-3243275-5
• Pagine: 24
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; Scienze umane, arte, musica > Arte > Architettura d'interni, design; Data Mining, MEDICAL / Health Care Delivery, Health systems & services, Health systems and services, COMPUTERS / Data Science / Data Visualization, COMPUTERS / Data Science / Data Analytics, COMPUTERS / Database Administration & Management, Data capture and analysis, Data Capture & Analysis