Intelligent Data Analysis for Biomedical Applications

Written By Hemanth D. Jude
Intelligent Data Analysis for Biomedical Applications
  • Publsiher : Academic Press
  • Release : 15 March 2019
  • ISBN : 0128156430
  • Pages : 294 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Intelligent Data Analysis for Biomedical Applications written by Hemanth D. Jude which was release on 15 March 2019, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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
  • Release Date : 2019-03-15
  • Total pages : 294
  • ISBN : 0128156430
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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 ...

Medical Applications of Intelligent Data Analysis Research Advancements

Medical Applications of Intelligent Data Analysis  Research Advancements
  • Author : Magdalena-Benedito, Rafael
  • Publisher : IGI Global
  • Release Date : 2012-06-30
  • Total pages : 372
  • ISBN : 0128156430
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Summary : "This book explores the potential of utilizing medical data through the implementation of developed models in practical applications"--Provided by publisher....

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
  • Release Date : 2019-11-29
  • Total pages : 310
  • ISBN : 0128156430
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Summary : 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
  • Release Date : 2015-07-14
  • Total pages : 560
  • ISBN : 0128156430
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Summary : 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 ...

Intelligent Data Analysis

Intelligent Data Analysis
  • Author : Deepak Gupta,Siddhartha Bhattacharyya,Ashish Khanna,Kalpna Sagar
  • Publisher : John Wiley & Sons
  • Release Date : 2020-04-17
  • Total pages : 432
  • ISBN : 0128156430
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Summary : This book focuses on methods and tools for intelligent data analysis, aimed at narrowing the increasing gap between data gathering and data comprehension, and emphasis will also be given to solving of problems which result from automated data collection, such as analysis of computer-based patient records, data warehousing tools, intelligent ...

Handbook of Research on Advanced Techniques in Diagnostic Imaging and Biomedical Applications

Handbook of Research on Advanced Techniques in Diagnostic Imaging and Biomedical Applications
  • Author : Exarchos, Themis P.,Papadopoulos, Athanasios,Fotiadis, Dimitrios I.
  • Publisher : IGI Global
  • Release Date : 2009-04-30
  • Total pages : 598
  • ISBN : 0128156430
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Summary : "This book includes state-of-the-art methodologies that introduce biomedical imaging in decision support systems and their applications in clinical practice"--Provided by publisher....

Bioinformatics and Medical Applications

Bioinformatics and Medical Applications
  • Author : A. Suresh,S. Vimal,Y. Harold Robinson,Dhinesh Kumar Ramaswami,R. Udendhran
  • Publisher : John Wiley & Sons
  • Release Date : 2022-03-24
  • Total pages : 352
  • ISBN : 0128156430
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Summary : 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 ...

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
  • Release Date : 2022-05-20
  • Total pages : 352
  • ISBN : 0128156430
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Summary : 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 ...

Advances in Intelligent Data Analysis XIV

Advances in Intelligent Data Analysis XIV
  • Author : Elisa Fromont,Tijl De Bie,Matthijs van Leeuwen
  • Publisher : Springer
  • Release Date : 2015-10-12
  • Total pages : 346
  • ISBN : 0128156430
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Summary : This book constitutes the refereed conference proceedings of the 14th International Conference on Intelligent Data Analysis, which was held in October 2015 in Saint Étienne. France. The 29 revised full papers were carefully reviewed and selected from 65 submissions. The traditional focus of the IDA symposium series is on end-to-end intelligent support for ...

Intelligent Data Analysis for Real Life Applications Theory and Practice

Intelligent Data Analysis for Real Life Applications  Theory and Practice
  • Author : Magdalena-Benedito, Rafael
  • Publisher : IGI Global
  • Release Date : 2012-06-30
  • Total pages : 444
  • ISBN : 0128156430
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Summary : With the recent and enormous increase in the amount of available data sets of all kinds, applying effective and efficient techniques for analyzing and extracting information from that data has become a crucial task. Intelligent Data Analysis for Real-Life Applications: Theory and Practice investigates the application of Intelligent Data Analysis (...

Computational Intelligence Methods in COVID 19 Surveillance Prevention Prediction and Diagnosis

Computational Intelligence Methods in COVID 19  Surveillance  Prevention  Prediction and Diagnosis
  • Author : Khalid Raza
  • Publisher : Springer Nature
  • Release Date : 2020-10-16
  • Total pages : 436
  • ISBN : 0128156430
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Summary : The novel coronavirus disease 2019 (COVID-19) pandemic has posed a major threat to human life and health. This book is beneficial for interdisciplinary students, researchers, and professionals to understand COVID-19 and how computational intelligence can be used for the purpose of surveillance, control, prevention, prediction, diagnosis, and potential treatment of the ...

Translational Bioinformatics in Healthcare and Medicine

Translational Bioinformatics in Healthcare and Medicine
  • Author : Anonim
  • Publisher : Academic Press
  • Release Date : 2021-05-13
  • Total pages : 254
  • ISBN : 0128156430
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Summary : Translational Bioinformatics in Healthcare and Medicine offers an overview of main principles of bioinformatics, biological databases, clinical informatics, health informatics, viroinformatics and real-case applications of translational bioinformatics in healthcare. Written by experts from both technology and clinical sides, the content brings together essential knowledge to make the best of recent ...

Intelligent Techniques for Data Analysis in Diverse Settings

Intelligent Techniques for Data Analysis in Diverse Settings
  • Author : Celebi, Numan
  • Publisher : IGI Global
  • Release Date : 2016-04-20
  • Total pages : 353
  • ISBN : 0128156430
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Summary : 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 ...

Intelligent Data Analysis in Medicine and Pharmacology

Intelligent Data Analysis in Medicine and Pharmacology
  • Author : Nada Lavrač,Elpida Keravnou-Papailiou,Blaz Zupan
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Total pages : 310
  • ISBN : 0128156430
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Summary : Intelligent data analysis, data mining and knowledge discovery in databases have recently gained the attention of a large number of researchers and practitioners. This is witnessed by the rapidly increasing number of submissions and participants at related conferences and workshops, by the emergence of new journals in this area (e....

Deep Learning Techniques for Biomedical and Health Informatics

Deep Learning Techniques for Biomedical and Health Informatics
  • Author : Basant Agarwal,Valentina Emilia Balas,Lakhmi C. Jain,Ramesh Chandra Poonia,Manisha Sharma
  • Publisher : Academic Press
  • Release Date : 2020-01-14
  • Total pages : 367
  • ISBN : 0128156430
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Summary : Deep Learning Techniques for Biomedical and Health Informatics provides readers with the state-of-the-art in deep learning-based methods for biomedical and health informatics. The book covers not only the best-performing methods, it also presents implementation methods. The book includes all the prerequisite methodologies in each chapter so that new researchers and ...