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 : /5 from reviews
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Download or read book entitled Intelligent Data Analysis for Biomedical Applications by author: Hemanth D. Jude which was release on 15 March 2019 and published by Academic Press with total page 294 pages . This book available in PDF, EPUB and Kindle Format. 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 ...

Deep Learning for Data Analytics

Deep Learning for Data Analytics
  • Author : Himansu Das,Chittaranjan Pradhan,Nilanjan Dey
  • Publisher : Academic Press
  • Release Date : 2020-05-29
  • Total pages : 218
  • ISBN : 0128156430
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Summary : Deep learning, a branch of Artificial Intelligence and machine learning, has led to new approaches to solving problems in a variety of domains including data science, data analytics and biomedical engineering. Deep Learning for Data Analytics: Foundations, Biomedical Applications and Challenges provides readers with a focused approach for the design ...

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 ...

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....

Data Analytics in Biomedical Engineering and Healthcare

Data Analytics in Biomedical Engineering and Healthcare
  • Author : Kun Chang Lee,Sanjiban Sekhar Roy,Pijush Samui,Vijay Kumar
  • Publisher : Academic Press
  • Release Date : 2020-10-23
  • Total pages : 292
  • ISBN : 0128156430
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Summary : Data Analytics in Biomedical Engineering and Healthcare explores key applications using data analytics, machine learning, and deep learning in health sciences and biomedical data. The book is useful for those working with big data analytics in biomedical research, medical industries, and medical research scientists. The book covers health analytics, data ...

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 ...

Hybrid Computational Intelligence

Hybrid Computational Intelligence
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  • Publisher : Academic Press
  • Release Date : 2020-03-05
  • Total pages : 250
  • ISBN : 0128156430
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Summary : Hybrid Computational Intelligence: Challenges and Utilities is a comprehensive resource that begins with the basics and main components of computational intelligence. It brings together many different aspects of the current research on HCI technologies, such as neural networks, support vector machines, fuzzy logic and evolutionary computation, while also covering a ...

Applications of Big Data in Healthcare

Applications of Big Data in Healthcare
  • Author : Ashish Khanna,Deepak Gupta,Nilanjan Dey
  • Publisher : Academic Press
  • Release Date : 2021-03-10
  • Total pages : 310
  • ISBN : 0128156430
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Summary : Applications of Big Data in Healthcare: Theory and Practice begins with the basics of Big Data analysis and introduces the tools, processes and procedures associated with Big Data analytics. The book unites healthcare with Big Data analysis and uses the advantages of the latter to solve the problems faced by ...

Artificial Intelligence in Medicine

Artificial Intelligence in Medicine
  • Author : Carlo Combi,Yuval Shahar,Ameen Abu-Hanna
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-07-13
  • Total pages : 439
  • ISBN : 0128156430
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Summary : This book constitutes the refereed proceedings of the 12th Conference on Artificial Intelligence in Medicine in Europe, AIME 2009, held in Verona, Italy in July 2009. The 24 revised long papers and 36 revised short papers presented together with 2 invited talks were carefully reviewed and selected from 140 submissions. The papers are organized in topical ...

Advances in Intelligent Data Analysis VI

Advances in Intelligent Data Analysis VI
  • Author : A. Fazel Famili,Joost N. Kok,José M. Pena,Ad Feelders,Arno Siebes
  • Publisher : Springer Science & Business Media
  • Release Date : 2005-08-30
  • Total pages : 522
  • ISBN : 0128156430
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Summary : This book constitutes the refereed proceedings of the 6th International Conference on Intelligent Data Analysis, IDA 2005, held in Madrid, Spain in September 2005. The 46 revised papers presented together with two tutorials and two invited talks were carefully reviewed and selected from 184 submissions. All current aspects of this interdisciplinary field are addressed; ...

Deep Learning for Biomedical Data Analysis

Deep Learning for Biomedical Data Analysis
  • Author : Mourad Elloumi
  • Publisher : Springer
  • Release Date : 2021-05-09
  • Total pages : 212
  • ISBN : 0128156430
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Summary : This book is the first overview on Deep Learning (DL) and biomedical data analysis. It surveys the most recent techniques and approaches in this field, with both a broad coverage and enough depth to be of practical use to working professionals. This book offers enough fundamental and technical information on ...

Medical Applications of Artificial Intelligence

Medical Applications of Artificial Intelligence
  • Author : Arvin Agah
  • Publisher : CRC Press
  • Release Date : 2013-11-06
  • Total pages : 526
  • ISBN : 0128156430
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Summary : Enhanced, more reliable, and better understood than in the past, artificial intelligence (AI) systems can make providing healthcare more accurate, affordable, accessible, consistent, and efficient. However, AI technologies have not been as well integrated into medicine as predicted. In order to succeed, medical and computational scientists must develop hybrid systems ...

Intelligent Data Analysis in Medicine and Pharmacology

Intelligent Data Analysis in Medicine and Pharmacology
  • Author : Nada Lavrač,E. T. Keravnou,Blaz Zupan
  • Publisher : Springer
  • Release Date : 1997-09-30
  • 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....

Internet of Things in Biomedical Engineering

Internet of Things in Biomedical Engineering
  • Author : Valentina E. Balas,Le Hoang Son,Sudan Jha,Manju Khari,Raghvendra Kumar
  • Publisher : Academic Press
  • Release Date : 2019-06-14
  • Total pages : 379
  • ISBN : 0128156430
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Summary : Internet of Things in Biomedical Engineering presents the most current research in Internet of Things (IoT) applications for clinical patient monitoring and treatment. The book takes a systems-level approach for both human-factors and the technical aspects of networking, databases and privacy. Sections delve into the latest advances and cutting-edge technologies, ...