Intelligent Data Analysis for Biomedical Applications

Challenges and Solutions

Nonfiction, Computers, Advanced Computing, Engineering, Computer Engineering, Science & Nature, Mathematics, Application Software
Cover of the book Intelligent Data Analysis for Biomedical Applications by , Elsevier Science
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Author: ISBN: 9780128156438
Publisher: Elsevier Science Publication: March 15, 2019
Imprint: Academic Press Language: English
Author:
ISBN: 9780128156438
Publisher: Elsevier Science
Publication: March 15, 2019
Imprint: Academic Press
Language: English

Intelligent Data Analysis for Biomedical Applications: Challenges and Solutions presents specialized statistical, pattern recognition, machine learning, data abstraction and visualization tools for the analysis of data and discovery of mechanisms that create data. It provides computational methods and tools for intelligent data analysis, with an emphasis on problem-solving relating to automated data collection, such as computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and more. This book provides useful references for educational institutions, industry professionals, researchers, scientists, engineers and practitioners interested in intelligent data analysis, knowledge discovery, and decision support in databases.

  • Provides the methods and tools necessary for intelligent data analysis and gives solutions to problems resulting from automated data collection
  • Contains an analysis of medical databases to provide diagnostic expert systems
  • Addresses the integration of intelligent data analysis techniques within biomedical information systems
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Intelligent Data Analysis for Biomedical Applications: Challenges and Solutions presents specialized statistical, pattern recognition, machine learning, data abstraction and visualization tools for the analysis of data and discovery of mechanisms that create data. It provides computational methods and tools for intelligent data analysis, with an emphasis on problem-solving relating to automated data collection, such as computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and more. This book provides useful references for educational institutions, industry professionals, researchers, scientists, engineers and practitioners interested in intelligent data analysis, knowledge discovery, and decision support in databases.

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