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Artificial intelligence and data min...

Masmoudi, Malek.

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Artificial intelligence and data mining in healthcare

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Artificial intelligence and data mining in healthcare/ edited by Malek Masmoudi, Bassem Jarboui, Patrick Siarry.
其他作者:	Masmoudi, Malek.
出版者:	Cham :Springer International Publishing : : 2021.,
面頁冊數:	xix, 195 p. :ill. (some col.), digital ;24 cm.
內容註:	Artificial Intelligence for Healthcare Logistics: An Overview and Research Agenda -- 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 Records -- 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.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Medical applications. -
電子資源:	https://doi.org/10.1007/978-3-030-45240-7
ISBN:	9783030452407

Artificial intelligence and data mining in healthcare
Artificial intelligence and data mining in healthcare[electronic resource] /edited by Malek Masmoudi, Bassem Jarboui, Patrick Siarry. - Cham :Springer International Publishing :2021. - xix, 195 p. :ill. (some col.), digital ;24 cm.

Artificial Intelligence for Healthcare Logistics: An Overview and Research Agenda -- 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 Records -- 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.

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.

ISBN: 9783030452407

Standard No.: 10.1007/978-3-030-45240-7doiSubjects--Topical Terms:

900591
Artificial intelligence
--Medical applications.

LC Class. No.: R859.7.A78 / A77 2021

Dewey Class. No.: 610.28563

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