Intelligent Data Analysis for Biomedical Applications
  • Author : Hemanth D. Jude
  • Release Date : 15 March 2019
  • Publisher : Academic Press
  • Genre : Computers
  • Pages : 294
  • ISBN 13 : 9780128156438

Intelligent Data Analysis for Biomedical Applications Book Summary

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

Intelligent Data Analysis for Biomedical Applications

Intelligent Data Analysis for Biomedical Applications

Author : Hemanth D. Jude,Deepak Gupta,Valentina Emilia Balas
Publisher : Academic Press
Genre : Computers
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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 ...

Advances in Intelligent Data Analysis and Applications

Advances in Intelligent Data Analysis and Applications

Author : Jeng-Shyang Pan,Valentina Emilia Balas,Chien-Ming Chen
Publisher : Springer Nature
Genre : Technology & Engineering
Total View : 4946 Views
File Size : 55,7 Mb
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This book constitutes the Proceeding of the Sixth International Conference on Intelligent Data Analysis and Applications, October 15–18, 2019, Arad, Romania. This edition is technically co-sponsored by “Aurel Vlaicu” University of Arad, Romania, Southwest Jiaotong University, Fujian University of Technology, Chang’an University, Shandong University of Science and Technology, Fujian Provincial Key ...

Computational Learning Approaches to Data Analytics in Biomedical Applications

Computational Learning Approaches to Data Analytics in Biomedical Applications

Author : Khalid Al-Jabery,Tayo Obafemi-Ajayi,Gayla Olbricht,Donald Wunsch
Publisher : Academic Press
Genre : Technology & Engineering
Total View : 1650 Views
File Size : 44,8 Mb
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Computational Learning Approaches to Data Analytics in Biomedical Applications provides a unified framework for biomedical data analysis using varied machine learning and statistical techniques. It presents insights on biomedical data processing, innovative clustering algorithms and techniques, and connections between statistical analysis and clustering. The book introduces and discusses the major ...

Intelligent Data Analysis and Applications

Intelligent Data Analysis and Applications

Author : Ajith Abraham,Xin Hua Jiang,Václav Snášel,Jeng-Shyang Pan
Publisher : Springer
Genre : Technology & Engineering
Total View : 8973 Views
File Size : 40,5 Mb
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This volume of Advances in Intelligent Systems and Computing contains accepted papers presented in the main track of ECC 2015, the Second Euro-China Conference on Intelligent Data Analysis and Applications. The aim of ECC is to provide an internationally respected forum for scientific research in the broad area of intelligent data ...

Big Data Analytics and Machine Intelligence in Biomedical and Health Informatics

Big Data Analytics and Machine Intelligence in Biomedical and Health Informatics

Author : Sunil Kumar Dhal,Srinivas Prasad,Sudhir Kumar Mohapatra,Subhendu Kumar Pani
Publisher : John Wiley & Sons
Genre : Computers
Total View : 9280 Views
File Size : 55,8 Mb
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BIG DATA ANALYTICS AND MACHINE INTELLIGENCE IN BIOMEDICAL AND HEALTH INFORMATICS Provides coverage of developments and state-of-the-art methods in the broad and diversified data analytics field and applicable areas such as big data analytics, data mining, and machine intelligence in biomedical and health informatics. The novel applications of Big Data ...

Bioinformatics and Medical Applications

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Author : A. Suresh,S. Vimal,Y. Harold Robinson,Dhinesh Kumar Ramaswami,R. Udendhran
Publisher : John Wiley & Sons
Genre : Computers
Total View : 7308 Views
File Size : 41,7 Mb
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BIOINFORMATICS AND MEDICAL APPLICATIONS The main topics addressed in this book are big data analytics problems in bioinformatics research such as microarray data analysis, sequence analysis, genomics-based analytics, disease network analysis, techniques for big data analytics, and health information technology. Bioinformatics and Medical Applications: Big Data Using Deep Learning Algorithms ...

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Intelligent Techniques for Data Analysis in Diverse Settings

Author : Celebi, Numan
Publisher : IGI Global
Genre : Computers
Total View : 565 Views
File Size : 49,6 Mb
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Data analysis forms the basis of many forms of research ranging from the scientific to the governmental. With the advent of machine intelligence and neural networks, extracting, modeling, and approaching data has been unimpeachably altered. These changes, seemingly small, affect the way societies organize themselves, deliver services, or interact with ...