Transforming Healthcare with Big Data: A Practical Guide for Big Data in Healthcare Systems
暫譯: 利用大數據轉型醫療保健：醫療系統中大數據的實用指南
Mohamed, Ahmed, Rabelo, Luis, Zamora-Aguas, Juan Pablo
- 出版商: CRC
- 出版日期: 2025-10-01
- 售價: $2,910
- 貴賓價: 9.5 折 $2,765
- 語言: 英文
- 頁數: 102
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1041005393
- ISBN-13: 9781041005391
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相關分類:
大數據 Big-data、Machine Learning
海外代購書籍(需單獨結帳)
商品描述
Healthcare organizations are utilizing big data for improved data analytics and performance measurements. This book provides a comprehensive framework integrating 41 components, emphasizing data completeness for better healthcare outcomes. It provides guidelines for selecting appropriate technology and implementing solutions.
Transforming Healthcare with Big Data: A Practical Guide for Big Data in Healthcare Systems presents a six-layer framework for healthcare systems, integrating organization, people, process, data, technology, and outcomes. It discusses big data analytics, predictive risk assessments, and the benefits of combining it with artificial intelligence, machine learning, and deep learning technologies. It also guides planning big data analytics solutions, tracking KPIs, and optimizing healthcare operations for cost reduction without compromising care quality.
Healthcare executives, administrators, IT professionals, data scientists, analysts, clinical and operations managers, consultants, researchers, academics, policymakers, and graduate students in health informatics and industrial engineering can all benefit from this book by gaining a comprehensive and practical framework for effectively implementing big data analytics in healthcare. This will enable improved patient outcomes, cost efficiency, and operational excellence.
商品描述(中文翻譯)
醫療機構正在利用大數據來改善數據分析和績效測量。本書提供了一個綜合框架，整合41個組件，強調數據完整性以獲得更好的醫療結果。它提供了選擇適當技術和實施解決方案的指導。
《利用大數據轉型醫療：醫療系統中的大數據實用指南》提出了一個六層框架，整合了組織、人物、流程、數據、技術和結果。它討論了大數據分析、預測風險評估，以及將其與人工智慧、機器學習和深度學習技術結合的好處。它還指導規劃大數據分析解決方案、追蹤關鍵績效指標（KPI），並優化醫療運營以降低成本而不影響護理質量。
醫療高層主管、管理人員、IT專業人士、數據科學家、分析師、臨床和運營經理、顧問、研究人員、學者、政策制定者以及健康資訊學和工業工程的研究生都可以從本書中受益，獲得一個全面且實用的框架，以有效實施醫療中的大數據分析。這將促進改善病人結果、成本效率和運營卓越。
作者簡介
Ahmed Mohamed, Ph.D., is currently the Director of Solutions Engineering at Orlando Health, USA, with 25-plus years of technical and management experience in Information Technology and Healthcare. Additionally, he has been involved in teaching graduate courses at Webster University at the Orlando Campus as an adjunct instructor. He received his Ph.D. and MS degrees in Industrial Engineering from the University of Central Florida, Department of Industrial Engineering and Management Systems (IEMS). He also earned an MS degree from City College of New York in 1994 and his BS degree from Alexandria University, Egypt, in 1990, all in Electrical Engineering. Dr. Mohamed holds several certifications, including PMP, CLSSBB, CSM, ITIL V3, and a Graduate Certificate for Quality Assurance. His focus is on healthcare process improvements by utilizing information technology and data analytics.
Luis Rabelo, Ph.D., was the NASA EPSCoR Agency Project Manager and is currently a Professor in the Department of IEMS at the University of Central Florida, USA. He received a joint degree in Electrical and Mechanical Engineering from Panama and a master's degree from the Florida Institute of Technology (1987) and the University of Missouri (1988). He received a Ph.D. in Engineering Management from the University of Missouri in 1990, where he also did post-doctoral work in Nuclear Engineering (1991). In addition, Dr. Rabelo holds a dual MS degree in Systems Engineering & Management from the Massachusetts Institute of Technology and has over 300 publications, 3 international patents, and has graduated 60 Doctoral students as advisors/co-advisors to his credit.
Juan Pablo Zamora-Aguas, M.Sc., is currently pursuing his doctoral studies in Industrial Engineering at the University of Central Florida, USA. He earned his degree in Industrial Engineering (2002) and a postgraduate degree in Engineering Project Management (2005) from the Francisco José de Caldas District University. He received his Master's degree in Industrial Engineering with honors from the National University of Colombia (2014). Juan Pablo has been active in academia since 2006, holding various roles as a lecturer, part-time professor, and full-time professor. For the past 10 years, he served as a full-time professor at the University of La Salle, Colombia. He has led research projects and participated in consulting teams for government institutions in Colombia, focusing on pharmaceutical supply chain management, quality management in pharmacy service, and other areas of healthcare management using risk analysis and system dynamics.
作者簡介(中文翻譯)
**艾哈邁德·穆罕默德 (Ahmed Mohamed)**，博士，目前是美國奧蘭多健康 (Orlando Health) 的解決方案工程總監，擁有超過25年的資訊科技和醫療管理技術經驗。此外，他還在奧蘭多校區的韋伯斯特大學 (Webster University) 擔任兼任講師，教授研究生課程。他在佛羅里達中央大學 (University of Central Florida) 的工業工程與管理系 (Department of Industrial Engineering and Management Systems, IEMS) 獲得了博士和碩士學位。他於1994年在紐約市立大學 (City College of New York) 獲得碩士學位，並於1990年在埃及亞歷山大大學 (Alexandria University) 獲得電機工程學士學位。穆罕默德博士擁有多項認證，包括PMP、CLSSBB、CSM、ITIL V3，以及質量保證研究生證書。他專注於利用資訊科技和數據分析來改善醫療流程。
**路易斯·拉貝洛 (Luis Rabelo)**，博士，曾擔任NASA EPSCoR機構項目經理，目前是美國佛羅里達中央大學 (University of Central Florida) IEMS系的教授。他獲得了巴拿馬的電機與機械工程聯合學位，以及佛羅里達理工學院 (Florida Institute of Technology) 的碩士學位（1987年）和密蘇里大學 (University of Missouri) 的碩士學位（1988年）。他於1990年在密蘇里大學獲得工程管理博士學位，並於1991年在核工程領域進行了博士後研究。此外，拉貝洛博士擁有麻省理工學院 (Massachusetts Institute of Technology) 的系統工程與管理雙碩士學位，並擁有超過300篇出版物、3項國際專利，並作為指導教授/共同指導教授培養了60名博士生。
**胡安·巴布羅·薩莫拉·阿瓜斯 (Juan Pablo Zamora-Aguas)**，碩士，目前在美國佛羅里達中央大學 (University of Central Florida) 追求工業工程博士學位。他於2002年獲得工業工程學位，並於2005年獲得工程項目管理的研究生學位，均來自法蘭西斯科·荷西·德·卡爾達斯區域大學 (Francisco José de Caldas District University)。他於2014年在哥倫比亞國立大學 (National University of Colombia) 獲得工業工程碩士學位，並以優異成績畢業。自2006年以來，胡安·巴布羅一直活躍於學術界，擔任講師、兼職教授和全職教授等多個角色。在過去的10年中，他在哥倫比亞的拉薩爾大學 (University of La Salle) 擔任全職教授。他主導了研究項目，並參與了哥倫比亞政府機構的諮詢團隊，專注於藥品供應鏈管理、藥房服務質量管理以及利用風險分析和系統動力學的其他醫療管理領域。
