Artificial intelligence and data mining in healthcare

by Jarboui, Bassem Masmoudi, Malek Siarry, Patrick

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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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Title Statements

Full title :Artificial intelligence and data mining in healthcare / Malek Masmoudi, Bassem Jarboui, Patrick Siarry, editors.

Summary

Edition Statements

Publication Date:2021

Publication Statements

Publisher(s):Springer
Place of Publication:Cham, Switzerland
Language:eng
Publication Date:2021

The Physical Object

Description:1 online resource (xix, 195 pages) : : illustrations (some color)

Edition Identifiers

ISBN:3030452409, 9783030452407
DOI:10.1007/978-3-030-45240-7
oclc:on1239997338
LC Classification:R859.7.A78
Dewey Decimal:610.28563

Artificial Intelligence for Healthcare Logistics: An Overview and Research Agenda -- AI/OR Synergies of Process Mining with Optimal Planningof Patient Pathways for Effective Hospital-Wide Decision Support -- Real-Time Capacity Management and Patient Flow Optimization in Hospitals Using AI Methods -- How the Health-Care Expenditure Influences the Life Expectancy: Case Study on Russian Regions -- Operating Theater Management System: Block-Scheduling -- An Immune Memory and 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.

Subjects

Artificial intelligence -- Medical appl… Data Mining Exploration de données (Informatique) Health services administration -- Data … Intelligence artificielle en médecine Médecine -- Informatique Medical Informatics Medical Informatics Applications Medicine -- Data processing Services de santé -- Administration