MARC状态：审校 文献类型：西文图书 浏览次数：55
- 题名/责任者:
- Artificial intelligence and data mining in healthcare / Malek Masmoudi, Bassem Jarboui, Patrick Siarry, editors.
- 出版发行项:
- Cham, Switzerland : Springer, [2021]
- ISBN:
- 9783030452391
- ISBN:
- 3030452395
- 载体形态项:
- xix, 195 pages : illustrations (chiefly color) ; 25 cm
- 附加个人名称:
- Masmoudi, Malek, editor.
- 附加个人名称:
- Jarboui, Bassem, editor.
- 附加个人名称:
- Siarry, Patrick, editor.
- 论题主题:
- Artificial intelligence-Medical applications.
- 论题主题:
- Health services administration-Data processing.
- 论题主题:
- Medical informatics.
- 论题主题:
- Data mining.
- 中图法分类号:
- R319
- 书目附注:
- Includes bibliographical references.
- 内容附注:
- Artificial Intelligence for Healthcare Logistics: An Overview and Research Agenda -- AI/OR Synergy Between Predictive Mining and Prescriptive Planning of Complex Patient Pathways Considering Process Discrepancies for Effective Hospital-Wide Decision Support -- Real-Time Capacity Management and Patient Flow Optimization in Hospitals Using AI Methods -- How Healthcare Expenditure Influences Life Expectancy: Case Study on Russian Regions -- Operating Theater Management System: Block-Scheduling -- An Immune Memory and a Negative Selection to Visualize Clinical Pathways from Electronic Health Record Data -- Optimized Medical Images Compression for Telemedicine Applications -- Online Variational Learning Using Finite Generalized Inverted Dirichlet Mixture Model with Feature Selection on Medical Data Sets -- Entropy-Based Variational Inference for Semi-bounded Data Clustering in Medical Applications.
- 摘要附注:
- This book presents recent work on healthcare management and engineering using artificial intelligence and data mining techniques. Specific topics covered in the contributed chapters include predictive mining, decision support, capacity management, patient flow optimization, image compression, data clustering, and feature selection. The content will be valuable for researchers and postgraduate students in computer science, information technology, industrial engineering, and applied mathematics.
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