Advanced Machine Vision Paradigms for Medical Image Analysis

Written By Tapan K. Gandhi
Advanced Machine Vision Paradigms for Medical Image Analysis
  • Publsiher : Academic Press
  • Release : 11 August 2020
  • ISBN : 0128192968
  • Pages : 308 pages
  • Rating : /5 from reviews
GET THIS BOOKAdvanced Machine Vision Paradigms for Medical Image Analysis


Download or read book entitled Advanced Machine Vision Paradigms for Medical Image Analysis by author: Tapan K. Gandhi which was release on 11 August 2020 and published by Academic Press with total page 308 pages . This book available in PDF, EPUB and Kindle Format. Computer vision and machine intelligence paradigms are prominent in the domain of medical image applications, including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics. Medical image analysis and understanding are daunting tasks owing to the massive influx of multi-modal medical image data generated during routine clinal practice. Advanced computer vision and machine intelligence approaches have been employed in recent years in the field of image processing and computer vision. However, due to the unstructured nature of medical imaging data and the volume of data produced during routine clinical processes, the applicability of these meta-heuristic algorithms remains to be investigated. Advanced Machine Vision Paradigms for Medical Image Analysis presents an overview of how medical imaging data can be analyzed to provide better diagnosis and treatment of disease. Computer vision techniques can explore texture, shape, contour and prior knowledge along with contextual information, from image sequence and 3D/4D information which helps with better human understanding. Many powerful tools have been developed through image segmentation, machine learning, pattern classification, tracking, and reconstruction to surface much needed quantitative information not easily available through the analysis of trained human specialists. The aim of the book is for medical imaging professionals to acquire and interpret the data, and for computer vision professionals to learn how to provide enhanced medical information by using computer vision techniques. The ultimate objective is to benefit patients without adding to already high healthcare costs. Explores major emerging trends in technology which are supporting the current advancement of medical image analysis with the help of computational intelligence Highlights the advancement of conventional approaches in the field of medical image processing Investigates novel techniques and reviews the state-of-the-art in the areas of machine learning, computer vision, soft computing techniques, as well as their applications in medical image analysis

Advanced Machine Vision Paradigms for Medical Image Analysis

Advanced Machine Vision Paradigms for Medical Image Analysis
  • Author : Tapan K. Gandhi,Siddhartha Bhattacharyya,Sourav De,Debanjan Konar,Sandip Dey
  • Publisher : Academic Press
  • Release Date : 2020-08-11
  • Total pages : 308
  • ISBN : 0128192968
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Summary : Computer vision and machine intelligence paradigms are prominent in the domain of medical image applications, including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics. Medical image analysis and understanding are daunting tasks owing to the massive influx of multi-modal medical image data generated during ...

Computer Vision and Machine Intelligence in Medical Image Analysis

Computer Vision and Machine Intelligence in Medical Image Analysis
  • Author : Mousumi Gupta,Debanjan Konar,Siddhartha Bhattacharyya,Sambhunath Biswas
  • Publisher : Springer Nature
  • Release Date : 2019-08-28
  • Total pages : 150
  • ISBN : 0128192968
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Summary : This book includes high-quality papers presented at the Symposium 2019, organised by Sikkim Manipal Institute of Technology (SMIT), in Sikkim from 26–27 February 2019. It discusses common research problems and challenges in medical image analysis, such as deep learning methods. It also discusses how these theories can be applied to a broad range ...

Natural User Interfaces in Medical Image Analysis

Natural User Interfaces in Medical Image Analysis
  • Author : Marek R. Ogiela,Tomasz Hachaj
  • Publisher : Springer
  • Release Date : 2014-06-07
  • Total pages : 288
  • ISBN : 0128192968
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Summary : This unique text/reference highlights a selection of practical applications of advanced image analysis methods for medical images. The book covers the complete methodology for processing, analysing and interpreting diagnostic results of sample CT images. The text also presents significant problems related to new approaches and paradigms in image understanding ...

Computer Control Abstracts

Computer   Control Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 212
  • ISBN : 0128192968
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Summary : Read online Computer Control Abstracts written by , published by which was released on 1996. Download full Computer Control Abstracts Books now! Available in PDF, ePub and Kindle....

Advanced Computational Intelligence in Healthcare 7

Advanced Computational Intelligence in Healthcare 7
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  • Publisher : Springer Nature
  • Release Date : 2020-03-23
  • Total pages : 161
  • ISBN : 0128192968
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Summary : This book presents state-of-the-art works and systematic reviews in the emerging field of computational intelligence (CI) in electronic health care. The respective chapters present surveys and practical examples of artificial intelligence applications in the areas of Human-Machine Interface (HMI) and affective computing, machine learning, big health data and visualization analytics, ...

Advances in Reasoning Based Image Processing Intelligent Systems

Advances in Reasoning Based Image Processing Intelligent Systems
  • Author : Roumen Kountchev,Kazumi Nakamatsu
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-01-13
  • Total pages : 456
  • ISBN : 0128192968
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Summary : The book puts special stress on the contemporary techniques for reasoning-based image processing and analysis: learning based image representation and advanced video coding; intelligent image processing and analysis in medical vision systems; similarity learning models for image reconstruction; visual perception for mobile robot motion control, simulation of human brain activity ...

11th International Conference on Image Analysis and Processing

11th International Conference on Image Analysis and Processing
  • Author : Edoardo Ardizzone,V. Di Gesù
  • Publisher : IEEE
  • Release Date : 2001
  • Total pages : 639
  • ISBN : 0128192968
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Summary : Papers from a September 2001 conference report on recent advances in object and shape detection, face recognition, image segmentation, feature extraction, early vision and image analysis, image retrieval, pattern recognition and image inference, video processing, virtual processing for communication, classification and modeling, and image compression. Specific topics include motion detection with ...

Computer Vision and Pattern Recognition

Computer Vision and Pattern Recognition
  • Author : Calif.) Computer Society Conference on Computer Vision and Pattern Recognition (1989 : San Diego
  • Publisher : Unknown
  • Release Date : 1989
  • Total pages : 693
  • ISBN : 0128192968
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Summary : Read online Computer Vision and Pattern Recognition written by Calif.) Computer Society Conference on Computer Vision and Pattern Recognition (1989 : San Diego, published by which was released on 1989. Download full Computer Vision and Pattern Recognition Books now! Available in PDF, ePub and Kindle....

Computational Intelligence Paradigms in Advanced Pattern Classification

Computational Intelligence Paradigms in Advanced Pattern Classification
  • Author : Marek R. Ogiela,Lakhmi C. Jain
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-01-13
  • Total pages : 200
  • ISBN : 0128192968
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Summary : This monograph presents selected areas of application of pattern recognition and classification approaches including handwriting recognition, medical image analysis and interpretation, development of cognitive systems for image computer understanding, moving object detection, advanced image filtration and intelligent multi-object labelling and classification. It is directed to the scientists, application engineers, professors, ...

The Directory of Graduate Studies

The Directory of Graduate Studies
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 212
  • ISBN : 0128192968
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Summary : Read online The Directory of Graduate Studies written by , published by which was released on 1996. Download full The Directory of Graduate Studies Books now! Available in PDF, ePub and Kindle....

Interdisciplinary Research in Engineering Steps towards Breakthrough Innovation for Sustainable Development

Interdisciplinary Research in Engineering  Steps towards Breakthrough Innovation for Sustainable Development
  • Author : Aurel Vlaicu,Stelian Brad
  • Publisher : Trans Tech Publications Ltd
  • Release Date : 2013-06-27
  • Total pages : 670
  • ISBN : 0128192968
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Summary : Interdisciplinary field of engineering and applied sciences forms the base of a sustainable development philosophy for all economic and social fields. Design, development and innovation of processes, technologies and products that meet the needs and requirements of customers and society in a sustainable framework, constitute the focus of this book. ...

Cornell University Courses of Study

Cornell University Courses of Study
  • Author : Cornell University
  • Publisher : Unknown
  • Release Date : 2007
  • Total pages : 212
  • ISBN : 0128192968
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Summary : Read online Cornell University Courses of Study written by Cornell University, published by which was released on 2007. Download full Cornell University Courses of Study Books now! Available in PDF, ePub and Kindle....

Proceedings of the 1986 IEEE International Conference on Systems Man and Cybernetics

Proceedings of the 1986 IEEE International Conference on Systems  Man and Cybernetics
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1986
  • Total pages : 1630
  • ISBN : 0128192968
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Summary : Read online Proceedings of the 1986 IEEE International Conference on Systems Man and Cybernetics written by , published by which was released on 1986. Download full Proceedings of the 1986 IEEE International Conference on Systems Man and Cybernetics Books now! Available in PDF, ePub and Kindle....

Digital Neural Networks

Digital Neural Networks
  • Author : Sun Yuan Kung
  • Publisher : Prentice Hall
  • Release Date : 1993
  • Total pages : 444
  • ISBN : 0128192968
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Summary : Intended for engineers and researchers interested in the applications of neural networks to signal and image processing, this book is theoretically based with emphasis on application and implementation. Coverage includes neural networks for representation, unsupervised networks for association/classification, neural networks for generalization/restoration, neural net and conventional optimization techniques, ...

Documentation Abstracts

Documentation Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1997
  • Total pages : 212
  • ISBN : 0128192968
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Summary : Read online Documentation Abstracts written by , published by which was released on 1997. Download full Documentation Abstracts Books now! Available in PDF, ePub and Kindle....