Unsupervised Segmentation Of Magnetic Resonance Images

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Computational Intelligence and Information Technology

Author : Vinu V Das
Publisher : Springer
ISBN 13 : 3642257348
Total Pages : 900 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Computational Intelligence and Information Technology by : Vinu V Das

Download or read book Computational Intelligence and Information Technology written by Vinu V Das and published by Springer. This book was released on 2011-12-10 with total page 900 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the First International Conference on Computational Intelligence and Information Technology, CIIT 2011, held in Pune, India, in November 2011. The 58 revised full papers, 67 revised short papers, and 32 poster papers presented were carefully reviewed and selected from 483 initial submissions. The papers are contributed by innovative academics and industrial experts in the field of computer science, information technology, computational engineering, mobile communication and security and offer a stage to a common forum, where a constructive dialog on theoretical concepts, practical ideas and results of the state of the art can be developed.

AI Innovation in Medical Imaging Diagnostics

Author : Anbarasan, Kalaivani
Publisher : IGI Global
ISBN 13 : 1799830934
Total Pages : 248 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis AI Innovation in Medical Imaging Diagnostics by : Anbarasan, Kalaivani

Download or read book AI Innovation in Medical Imaging Diagnostics written by Anbarasan, Kalaivani and published by IGI Global. This book was released on 2021-01-01 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advancements in the technology of medical imaging, such as CT and MRI scanners, are making it possible to create more detailed 3D and 4D images. These powerful images require vast amounts of digital data to help with the diagnosis of the patient. Artificial intelligence (AI) must play a vital role in supporting with the analysis of this medical imaging data, but it will only be viable as long as healthcare professionals and AI interact to embrace deep thinking platforms such as automation in the identification of diseases in patients. AI Innovation in Medical Imaging Diagnostics is an essential reference source that examines AI applications in medical imaging that can transform hospitals to become more efficient in the management of patient treatment plans through the production of faster imaging and the reduction of radiation dosages through the PET and SPECT imaging modalities. The book also explores how data clusters from these images can be translated into small data packages that can be accessed by healthcare departments to give a real-time insight into patient care and required interventions. Featuring research on topics such as assistive healthcare, cancer detection, and machine learning, this book is ideally designed for healthcare administrators, radiologists, data analysts, computer science professionals, medical imaging specialists, diagnosticians, medical professionals, researchers, and students.

MICAI 2005: Advances in Artificial Intelligence

Author : Alexander Gelbukh
Publisher : Springer
ISBN 13 : 3540316531
Total Pages : 1223 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis MICAI 2005: Advances in Artificial Intelligence by : Alexander Gelbukh

Download or read book MICAI 2005: Advances in Artificial Intelligence written by Alexander Gelbukh and published by Springer. This book was released on 2005-11-19 with total page 1223 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th Mexican International Conference on Artificial Intelligence, MICAI 2005, held in Monterrey, Mexico, in November 2005. The 120 revised full papers presented were carefully reviewed and selected from 423 submissions. The papers are organized in topical sections on knowledge representation and management, logic and constraint programming, uncertainty reasoning, multiagent systems and distributed AI, computer vision and pattern recognition, machine learning and data mining, evolutionary computation and genetic algorithms, neural networks, natural language processing, intelligent interfaces and speech processing, bioinformatics and medical applications, robotics, modeling and intelligent control, and intelligent tutoring systems.

Texture Analysis for Magnetic Resonance Imaging

Author : Milan Hájek
Publisher : Texture Analysis Magn Resona
ISBN 13 : 9788090366008
Total Pages : 248 pages
Book Rating : 4.3/5 (66 download)

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Book Synopsis Texture Analysis for Magnetic Resonance Imaging by : Milan Hájek

Download or read book Texture Analysis for Magnetic Resonance Imaging written by Milan Hájek and published by Texture Analysis Magn Resona. This book was released on 2006 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Biomedical Image Segmentation

Author : Ayman El-Baz
Publisher : CRC Press
ISBN 13 : 1315355043
Total Pages : 511 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Biomedical Image Segmentation by : Ayman El-Baz

Download or read book Biomedical Image Segmentation written by Ayman El-Baz and published by CRC Press. This book was released on 2016-11-17 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: As one of the most important tasks in biomedical imaging, image segmentation provides the foundation for quantitative reasoning and diagnostic techniques. A large variety of different imaging techniques, each with its own physical principle and characteristics (e.g., noise modeling), often requires modality-specific algorithmic treatment. In recent years, substantial progress has been made to biomedical image segmentation. Biomedical image segmentation is characterized by several specific factors. This book presents an overview of the advanced segmentation algorithms and their applications.

Hybrid Intelligent Systems

Author : Ajith Abraham
Publisher : Springer Nature
ISBN 13 : 3030730506
Total Pages : 817 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Hybrid Intelligent Systems by : Ajith Abraham

Download or read book Hybrid Intelligent Systems written by Ajith Abraham and published by Springer Nature. This book was released on 2021-04-16 with total page 817 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the recent research on hybrid intelligent systems and their various practical applications. It presents 58 selected papers from the 20th International Conference on Hybrid Intelligent Systems (HIS 2020) and 20 papers from the 12th World Congress on Nature and Biologically Inspired Computing (NaBIC 2020), which was held online, from December 14 to 16, 2020. A premier conference in the field of artificial intelligence, HIS - NaBIC 2020 brought together researchers, engineers and practitioners whose work involves intelligent systems, network security and their applications in industry. Including contributions by authors from 25 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of science and engineering.

Insight into Images

Author : Terry S. Yoo
Publisher : A K Peters/CRC Press
ISBN 13 : 9781568812175
Total Pages : 410 pages
Book Rating : 4.8/5 (121 download)

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Book Synopsis Insight into Images by : Terry S. Yoo

Download or read book Insight into Images written by Terry S. Yoo and published by A K Peters/CRC Press. This book was released on 2004-08-16 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: A companion to the Insight Toolkit An introduction to the theory of modern medical image processing, including the analysis of data from - X-ray computer tomography, - magnetic resonance imaging, - nuclear medicine, - and ultrasound. Using an algorithmic approach, and providing the mathematical, statistical, or signal processing as needed for background, the authors describe the principles of all methods implemented in the Insight Toolkit (ITK), a freely available, open- source, object-oriented library. The emphasis is on providing intuitive descriptions of the principles and illustrative examples of results from the leading filtering, segmentation, and registration methods. This book covers the mathematical foundations of important techniques such as: - Statistical pattern recognition, - PDE-based nonlinear image filtering, - Markov random fields, - Level set methods, - Deformable models, - Mutual information, image-based registration - Non-rigid image data fusion With contributions from: Elsa Angelini, Brian Avants, Stephen Aylward, Ting Chen, Jeffrey Duda, Jim Gee, Luis Ibanez, Celina Imielinska, Yinpeng Jin, Jisung Kim, Bill Lorensen, Dimitris Metaxas, Lydia Ng, Punam Saha, George Stetten, Tessa Sundaram, Jay Udupa, Ross Whitaker, Terry Yoo, and Ying Zhuge. The Insight Toolkit is part of the Visible Human Project from the National Library of Medicine, with support from NIDCR, NINDS, NIMH, NEI, NSF, TATRC, NCI, and NIDCD.

Medical Image Computing and Computer-Assisted Intervention - MICCAI 2001[

Author : Wiro J. Niessen
Publisher : Springer Science & Business Media
ISBN 13 : 3540426973
Total Pages : 1482 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Medical Image Computing and Computer-Assisted Intervention - MICCAI 2001[ by : Wiro J. Niessen

Download or read book Medical Image Computing and Computer-Assisted Intervention - MICCAI 2001[ written by Wiro J. Niessen and published by Springer Science & Business Media. This book was released on 2001-10-02 with total page 1482 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2001, held in Utrecht, The Netherlands, in October 2001. The 122 revised papers and 136 posters presented were carefully reviewed and selected from a total of 338 submissions. The book offers topical sections on image-guided surgery; shape analysis, segmentation, computer-aided diagnosis; registration; simulation, planning and modeling; visualization; quantitative image analysis; medical robotics and devices; visualization and augmented reality; and time series analysis.

Rough-Fuzzy Pattern Recognition

Author : Pradipta Maji
Publisher : John Wiley & Sons
ISBN 13 : 111800440X
Total Pages : 312 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Rough-Fuzzy Pattern Recognition by : Pradipta Maji

Download or read book Rough-Fuzzy Pattern Recognition written by Pradipta Maji and published by John Wiley & Sons. This book was released on 2012-02-14 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to apply rough-fuzzy computing techniques to solve problems in bioinformatics and medical image processing Emphasizing applications in bioinformatics and medical image processing, this text offers a clear framework that enables readers to take advantage of the latest rough-fuzzy computing techniques to build working pattern recognition models. The authors explain step by step how to integrate rough sets with fuzzy sets in order to best manage the uncertainties in mining large data sets. Chapters are logically organized according to the major phases of pattern recognition systems development, making it easier to master such tasks as classification, clustering, and feature selection. Rough-Fuzzy Pattern Recognition examines the important underlying theory as well as algorithms and applications, helping readers see the connections between theory and practice. The first chapter provides an introduction to pattern recognition and data mining, including the key challenges of working with high-dimensional, real-life data sets. Next, the authors explore such topics and issues as: Soft computing in pattern recognition and data mining A mathematical framework for generalized rough sets, incorporating the concept of fuzziness in defining the granules as well as the set Selection of non-redundant and relevant features of real-valued data sets Selection of the minimum set of basis strings with maximum information for amino acid sequence analysis Segmentation of brain MR images for visualization of human tissues Numerous examples and case studies help readers better understand how pattern recognition models are developed and used in practice. This text—covering the latest findings as well as directions for future research—is recommended for both students and practitioners working in systems design, pattern recognition, image analysis, data mining, bioinformatics, soft computing, and computational intelligence.

Contemporary Computing

Author : Sanjay Ranka
Publisher : Springer Science & Business Media
ISBN 13 : 3642035477
Total Pages : 677 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Contemporary Computing by : Sanjay Ranka

Download or read book Contemporary Computing written by Sanjay Ranka and published by Springer Science & Business Media. This book was released on 2009-08-19 with total page 677 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed papers of the 2nd International Conference on Contemporary Computing, which was held in Noida (New Delhi), India, in August 2009. The 61 revised full papers presented were carefully reviewed and selected from 213 submissions and focus on topics that are of contemporary interest to computer and computational scientists and engineers. The papers are organized in topical sections on Algorithms, Applications, Bioinformatics, and Systems.

Target Volume Delineation and Field Setup

Author : Nancy Y. Lee
Publisher : Springer Science & Business Media
ISBN 13 : 364228860X
Total Pages : 310 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Target Volume Delineation and Field Setup by : Nancy Y. Lee

Download or read book Target Volume Delineation and Field Setup written by Nancy Y. Lee and published by Springer Science & Business Media. This book was released on 2012-09-18 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook will enable radiation oncologists to appropriately and confidently select and delineate tumor volumes/fields for conformal radiation therapy, including intensity-modulated radiation therapy (IMRT), in patients with commonly encountered cancers. The orientation of this handbook is entirely practical, in that the focus is on the illustration of clinical target volume (CTV) delineation for each major malignancy. Each chapter provides guidelines and concise knowledge on treatment planning and CTV selection, explains how the anatomy of lymphatic drainage shapes target volume selection, and presents detailed illustrations of delineations, slice by slice, on planning CT images. While the emphasis is on target volume delineation for three-dimensional conformal therapy and IMRT, information is also provided on conventional radiation therapy field setup and planning for certain malignancies for which IMRT is not currently suitable.

Medical Imaging Systems Technology Volume 5: Methods In Cardiovascular And Brain Systems

Author : Cornelius T Leondes
Publisher : World Scientific
ISBN 13 : 9814480193
Total Pages : 408 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Medical Imaging Systems Technology Volume 5: Methods In Cardiovascular And Brain Systems by : Cornelius T Leondes

Download or read book Medical Imaging Systems Technology Volume 5: Methods In Cardiovascular And Brain Systems written by Cornelius T Leondes and published by World Scientific. This book was released on 2005-10-25 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: This scholarly set of well-harmonized volumes provides indispensable and complete coverage of the exciting and evolving subject of medical imaging systems. Leading experts on the international scene tackle the latest cutting-edge techniques and technologies in an in-depth but eminently clear and readable approach.Complementing and intersecting one another, each volume offers a comprehensive treatment of substantive importance to the subject areas. The chapters, in turn, address topics in a self-contained manner with authoritative introductions, useful summaries, and detailed reference lists. Extensively well-illustrated with figures throughout, the five volumes as a whole achieve a unique depth and breath of coverage.As a cohesive whole or independent of one another, the volumes may be acquired as a set or individually.

Computer Vision for Biomedical Image Applications

Author : Yanxi Liu
Publisher : Springer Science & Business Media
ISBN 13 : 3540294112
Total Pages : 577 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Computer Vision for Biomedical Image Applications by : Yanxi Liu

Download or read book Computer Vision for Biomedical Image Applications written by Yanxi Liu and published by Springer Science & Business Media. This book was released on 2005-10-10 with total page 577 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Workshop on Computer Vision for Biomedical Image Applications: Current Techniques and Future Trends, CVBIA 2005, held in Beijing, China, in October 2005 within the scope of ICCV 20.

Medical Imaging

Author : Mostafa Analoui
Publisher : CRC Press
ISBN 13 : 1439871035
Total Pages : 454 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Medical Imaging by : Mostafa Analoui

Download or read book Medical Imaging written by Mostafa Analoui and published by CRC Press. This book was released on 2012-11-08 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: The discovery of x-ray, as a landmark event, enabled us to see the "invisible," opening a new era in medical diagnostics. More importantly, it offered a unique undestanding around the interaction of electromagnetic signal with human tissue and the utility of its selective absorption, scattering, diffusion, and reflection as a tool for understanding

Quantitative MRI of the Brain

Author : Paul Tofts
Publisher : John Wiley & Sons
ISBN 13 : 0470869496
Total Pages : 650 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Quantitative MRI of the Brain by : Paul Tofts

Download or read book Quantitative MRI of the Brain written by Paul Tofts and published by John Wiley & Sons. This book was released on 2005-08-19 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt: 2004 BMA Medical Book Competition Winner (Radiology category) “This is an exciting book, with a new approach to use of the MRI scanner. It bridges the gap between clinical research and general neuro-radiological practice. It is accessible to the clinical radiologist, and yet thorough in its treatment of the underlying physics and of the science of measurement. It is likely to become a classic.” British Medical Association This indispensable 'how to' manual of quantitative MR is essential for anyone who wants to use the gamut of modern quantitative methods to measure the effects of neurological disease, its progression, and its response to treatment. It contains both the methodology and clinical applications, reflecting the increasing interest in quantitative MR in studying disease and its progression. The editor is an MR scientist with an international reputation for high quality research The contributions are written jointly by MR physicists and MR clinicians, producing a practical book for both the research and medical communities A practical book for both the research and medical communities “Paul Tofts has succeeded brilliantly in capturing the essence of what needs to become the future of radiology in particular, and medicine in general – quantitative measurements of disease.” Robert I. Grossman, M.D. New York, University School of Medicine (from the Foreword)

Signal Processing for Magnetic Resonance Imaging and Spectroscopy

Author : Hong Yan
Publisher : CRC Press
ISBN 13 : 9780203908785
Total Pages : 676 pages
Book Rating : 4.9/5 (87 download)

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Book Synopsis Signal Processing for Magnetic Resonance Imaging and Spectroscopy by : Hong Yan

Download or read book Signal Processing for Magnetic Resonance Imaging and Spectroscopy written by Hong Yan and published by CRC Press. This book was released on 2002-02-20 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: This reference/text contains the latest signal processing techniques in magnetic resonance imaging (MRI) and magnetic resonance spectroscopy (MRS) for more efficient clinical diagnoses-providing ready-to-use algorithms for image segmentation and analysis, reconstruction and visualization, and removal of distortions and artifacts for increased detec

Biomedical Signals, Imaging, and Informatics

Author : Joseph D. Bronzino
Publisher : CRC Press
ISBN 13 : 1439825289
Total Pages : 1416 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Biomedical Signals, Imaging, and Informatics by : Joseph D. Bronzino

Download or read book Biomedical Signals, Imaging, and Informatics written by Joseph D. Bronzino and published by CRC Press. This book was released on 2014-12-16 with total page 1416 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the third volume of The Biomedical Engineering Handbook, Fourth Edition, this book covers broad areas such as biosignal processing, medical imaging, infrared imaging, and medical informatics. More than three dozen specific topics are examined including biomedical signal acquisition, thermographs, infrared cameras, mammography, computed tomography, positron-emission tomography, magnetic resonance imaging, hospital information systems, and computer-based patient records. The material is presented in a systematic manner and has been updated to reflect the latest applications and research findings.