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Advanced Machine Vision Paradigms For Medical Image Analysis

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Advanced Machine Vision Paradigms for Medical Image Analysis

Advanced Machine Vision Paradigms for Medical Image Analysis Book
Author : Tapan K. Gandhi,Siddhartha Bhattacharyya,Sourav De,Debanjan Konar,Sandip Dey
Publisher : Academic Press
Release : 2020-08-11
ISBN : 0128192968
Language : En, Es, Fr & De

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Book Description :

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

Computer Vision and Machine Intelligence in Medical Image Analysis

Computer Vision and Machine Intelligence in Medical Image Analysis Book
Author : Mousumi Gupta,Debanjan Konar,Siddhartha Bhattacharyya,Sambhunath Biswas
Publisher : Springer Nature
Release : 2019-08-28
ISBN : 9811387982
Language : En, Es, Fr & De

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Book Description :

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 of application areas, including lung and chest x-ray, breast CAD, microscopy and pathology. The studies included mainly focus on the detection of events from biomedical signals.

Natural User Interfaces in Medical Image Analysis

Natural User Interfaces in Medical Image Analysis Book
Author : Marek R. Ogiela,Tomasz Hachaj
Publisher : Springer
Release : 2014-06-07
ISBN : 3319078003
Language : En, Es, Fr & De

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Book Description :

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 and semantic image analysis. To further engage the reader, example source code is provided for the implemented algorithms in the described solutions. Features: describes the most important methods and algorithms used for image analysis; examines the fundamentals of cognitive computer image analysis for computer-aided diagnosis and semantic image description; presents original approaches for the semantic analysis of CT perfusion and CT angiography images of the brain and carotid artery; discusses techniques for creating 3D visualisations of large datasets; reviews natural user interfaces in medical imaging systems, including GDL technology.

Computer Control Abstracts

Computer   Control Abstracts Book
Author : Anonim
Publisher : Unknown
Release : 1996
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Computer Control Abstracts book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Advanced Computational Intelligence in Healthcare 7

Advanced Computational Intelligence in Healthcare 7 Book
Author : Ilias Maglogiannis,Sheryl Brahnam,Lakhmi C. Jain
Publisher : Springer Nature
Release : 2020-03-23
ISBN : 3662611147
Language : En, Es, Fr & De

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Book Description :

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, computer vision and medical image analysis. The book also addresses new and emerging topics in CI for health care such as the utilization of Social Media (SM) and the introduction of new intelligent paradigms in the security and privacy domains, which are critical for the health sector. The chapters, while of course not exhaustively addressing all the possible aspects of the aforementioned areas, are indicative of the dynamic nature of interdisciplinary research being pursued. Accordingly, the book is intended not only for researchers in the respective fields, but also for medical and administrative personnel working in the health sector, as well as managers and stakeholders responsible for making strategic decisions and defining public health policies.

Advances in Reasoning Based Image Processing Intelligent Systems

Advances in Reasoning Based Image Processing Intelligent Systems Book
Author : Roumen Kountchev,Kazumi Nakamatsu
Publisher : Springer Science & Business Media
Release : 2012-01-13
ISBN : 3642246931
Language : En, Es, Fr & De

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Book Description :

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 in the analysis of video sequences; shape-based invariant features extraction; essential of paraconsistent neural networks, creativity and intelligent representation in computational systems. The book comprises 14 chapters. Each chapter is a small monograph, representing resent investigations of authors in the area. The topics of the chapters cover wide scientific and application areas and complement each-other very well. The chapters’ content is based on fundamental theoretical presentations, followed by experimental results and comparison with similar techniques. The size of the chapters is well-ballanced which permits a thorough presentation of the investigated problems. The authors are from universities and R&D institutions all over the world; some of the chapters are prepared by international teams. The book will be of use for university and PhD students, researchers and software developers working in the area of digital image and video processing and analysis.

11th International Conference on Image Analysis and Processing

11th International Conference on Image Analysis and Processing Book
Author : Edoardo Ardizzone,V. Di Gesù
Publisher : IEEE
Release : 2001
ISBN : 9780769511832
Language : En, Es, Fr & De

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Book Description :

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 nonstationary background, realtime tracking and reproduction of 3D human body motion, circle detection based on orientation matching, and a neurodynamical retinal network based on reaction-diffusion systems. Other topics are the use of contextual information for image retrieval, a semi-direct approach to structure from motion, Bayesian face recognition with deformable image models, and wavelet-based texture segmentation of remotely sensed images. This work lacks a subject index. c. Book News Inc.

Computer Vision and Pattern Recognition

Computer Vision and Pattern Recognition Book
Author : Calif.) Computer Society Conference on Computer Vision and Pattern Recognition (1989 : San Diego
Publisher : Unknown
Release : 1989
ISBN : 9780818689529
Language : En, Es, Fr & De

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Book Description :

Download Computer Vision and Pattern Recognition book written by Calif.) Computer Society Conference on Computer Vision and Pattern Recognition (1989 : San Diego, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Computational Intelligence Paradigms in Advanced Pattern Classification

Computational Intelligence Paradigms in Advanced Pattern Classification Book
Author : Marek R. Ogiela,Lakhmi C. Jain
Publisher : Springer Science & Business Media
Release : 2012-01-13
ISBN : 3642240488
Language : En, Es, Fr & De

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Book Description :

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, professors and students will find this book useful.

The Directory of Graduate Studies

The Directory of Graduate Studies Book
Author : Anonim
Publisher : Unknown
Release : 1996
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download The Directory of Graduate Studies book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Interdisciplinary Research in Engineering Steps towards Breakthrough Innovation for Sustainable Development

Interdisciplinary Research in Engineering  Steps towards Breakthrough Innovation for Sustainable Development Book
Author : Aurel Vlaicu,Stelian Brad
Publisher : Trans Tech Publications Ltd
Release : 2013-06-27
ISBN : 3038261661
Language : En, Es, Fr & De

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Book Description :

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. Results of over 69 postdoctoral researcher papers of engineering related to information society technologies, sustainable development, energy and environment, as well as innovative products, processes and materials are included. Volume is indexed by Thomson Reuters CPCI-S (WoS).

Cornell University Courses of Study

Cornell University Courses of Study Book
Author : Cornell University
Publisher : Unknown
Release : 2007
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Cornell University Courses of Study book written by Cornell University, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Digital Neural Networks

Digital Neural Networks Book
Author : Sun Yuan Kung
Publisher : Prentice Hall
Release : 1993
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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, and special purpose supercomputers for neural nets.

Documentation Abstracts

Documentation Abstracts Book
Author : Anonim
Publisher : Unknown
Release : 1997
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Documentation Abstracts book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Smart and Sustainable Intelligent Systems

Smart and Sustainable Intelligent Systems Book
Author : Namita Gupta,Prasenjit Chatterjee,Tanupriya Choudhury
Publisher : John Wiley & Sons
Release : 2021-03-24
ISBN : 1119752108
Language : En, Es, Fr & De

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Book Description :

The world is experiencing an unprecedented period of change and growth through all the electronic and technilogical developments and everyone on the planet has been impacted. What was once ‘science fiction’, today it is a reality. This book explores the world of many of once unthinkable advancements by explaining current technologies in great detail. Each chapter focuses on a different aspect - Machine Vision, Pattern Analysis and Image Processing - Advanced Trends in Computational Intelligence and Data Analytics - Futuristic Communication Technologies - Disruptive Technologies for Future Sustainability. The chapters include the list of topics that spans all the areas of smart intelligent systems and computing such as: Data Mining with Soft Computing, Evolutionary Computing, Quantum Computing, Expert Systems, Next Generation Communication, Blockchain and Trust Management, Intelligent Biometrics, Multi-Valued Logical Systems, Cloud Computing and security etc. An extensive list of bibliographic references at the end of each chapter guides the reader to probe further into application area of interest to him/her.

Intelligent Systems

Intelligent Systems Book
Author : Chiranji Lal Chowdhary
Publisher : CRC Press
Release : 2019-12-06
ISBN : 0429555571
Language : En, Es, Fr & De

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Book Description :

This volume helps to fill the gap between data analytics, image processing, and soft computing practices. Soft computing methods are used to focus on data analytics and image processing to develop good intelligent systems. To this end, readers of this volume will find quality research that presents the current trends, advanced methods, and hybridized techniques relating to data analytics and intelligent systems. The book also features case studies related to medical diagnosis with the use of image processing and soft computing algorithms in particular models. Providing extensive coverage of biometric systems, soft computing, image processing, artificial intelligence, and data analytics, the chapter authors discuss the latest research issues, present solutions to research problems, and look at comparative analysis with earlier results. Topics include some of the most important challenges and discoveries in intelligent systems today, such as computer vision concepts and image identification, data analysis and computational paradigms, deep learning techniques, face and speaker recognition systems, and more.

Soft Computing Based Medical Image Analysis

Soft Computing Based Medical Image Analysis Book
Author : Nilanjan Dey,Amira S. Ashour,Fuquian Shi,Valentina E. Balas
Publisher : Academic Press
Release : 2018-01-30
ISBN : 9780128130872
Language : En, Es, Fr & De

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Book Description :

Soft Computing Based Medical Image Analysis presents the foremost techniques of soft computing in medical image analysis and processing. It includes image enhancement, segmentation, classification-based soft computing, and their application in diagnostic imaging, as well as an extensive background for the development of intelligent systems based on soft computing used in medical image analysis and processing. The book introduces the theory and concepts of digital image analysis and processing based on soft computing with real-world medical imaging applications. Comparative studies for soft computing based medical imaging techniques and traditional approaches in medicine are addressed, providing flexible and sophisticated application-oriented solutions. Covers numerous soft computing approaches, including fuzzy logic, neural networks, evolutionary computing, rough sets and Swarm intelligence Presents transverse research in soft computing formation from various engineering and industrial sectors in the medical domain Highlights challenges and the future scope for soft computing based medical analysis and processing techniques

Encyclopedia of Physical Science and Technology

Encyclopedia of Physical Science and Technology Book
Author : Anonim
Publisher : Unknown
Release : 2002
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Encyclopedia of Physical Science and Technology book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

CAD CAM Abstracts

CAD CAM Abstracts Book
Author : Anonim
Publisher : Unknown
Release : 1992
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download CAD CAM Abstracts book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.