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Biomedical Texture Analysis

Biomedical Texture Analysis
Fundamentals, Tools and Challenges

by Adrien Depeursinge,Omar Al-Kadi,J. Ross Mitchell

  • Publisher : Academic Press
  • Release : 2017-08
  • Pages : 428
  • ISBN : 9780128121337
  • Language : En, Es, Fr & De
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Computerized recognition and quantification of texture information has been an active research domain for the past 50 years, with some of the pioneering work still widely used today. Recently, the increasing ubiquity of imaging data has driven the need for powerful image analysis approaches to convert this data into knowledge. One of the most promising application domains is biomedical imaging, which is a key enabling technology for precision medicine (e.g., radiomics and digital histopathology) and biomedical discovery (e.g., microscopy). The colossal research efforts and progress made in the general domain of computer vision have led to extremely powerful data analysis systems. Biomedical imaging relies upon well-defined acquisition protocols to produce images. This is quite different from general photography. Consequently, the analysis of biomedical images requires a paradigm change to account for the quantitative nature of the imaging process. Texture analysis is a broadly applicable, powerful technology for quantitative analysis of biomedical images. This book provides a thorough background on texture analysis for graduate students, and biomedical engineers from both industry and academia who have basic image processing knowledge. Medical doctors and biologists with no background in image processing will also find available methods and software tools for analyzing textures in medical images. By bringing together experts in data science, medicine, and biology, we hope that this book will actively promote the translation of incredibly powerful data analysis methods into several breakthroughs in biomedical discovery and noninvasive precision medicine. Define biomedical texture precisely and describe how it is different from general texture information considered in computer vision Define the general problem to translate 2D and 3D texture patterns from biomedical images to visually and biologically relevant measurements Describe with intuitive concepts how the most popular biomedical texture analysis approaches (e.g., gray-level matrices, fractals, wavelets, deep convolutional neural networks) work, what they have in common, and how they are different Identify the strengths, weaknesses, and current challenges of existing methods including both handcrafted and learned representations, as well as deep learning. The goal is to establish foundations for building the next generation of biomedical texture operators Showcase applications where biomedical texture analysis has succeeded and failed Provide details on existing, freely available texture analysis software. This will help experts in medicine or biology develop and test precise research hypothesis

Biomedical Texture Analysis

Biomedical Texture Analysis
Fundamentals, Tools and Challenges

by Adrien Depeursinge,Omar S Al-Kadi,J.Ross Mitchell

  • Publisher : Academic Press
  • Release : 2017-08-25
  • Pages : 430
  • ISBN : 0128123214
  • Language : En, Es, Fr & De
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Biomedical Texture Analysis: Fundamentals, Applications, Tools and Challenges describes the fundamentals and applications of biomedical texture analysis (BTA) for precision medicine. It defines what biomedical textures (BTs) are and why they require specific image analysis design approaches when compared to more classical computer vision applications. The fundamental properties of BTs are given to highlight key aspects of texture operator design, providing a foundation for biomedical engineers to build the next generation of biomedical texture operators. Examples of novel texture operators are described and their ability to characterize BTs are demonstrated in a variety of applications in radiology and digital histopathology. Recent open-source software frameworks which enable the extraction, exploration and analysis of 2D and 3D texture-based imaging biomarkers are also presented. This book provides a thorough background on texture analysis for graduate students and biomedical engineers from both industry and academia who have basic image processing knowledge. Medical doctors and biologists with no background in image processing will also find available methods and software tools for analyzing textures in medical images. Defines biomedical texture precisely and describe how it is different from general texture information considered in computer vision Defines the general problem to translate 2D and 3D texture patterns from biomedical images to visually and biologically relevant measurements Describes, using intuitive concepts, how the most popular biomedical texture analysis approaches (e.g., gray-level matrices, fractals, wavelets, deep convolutional neural networks) work, what they have in common, and how they are different Identifies the strengths, weaknesses, and current challenges of existing methods including both handcrafted and learned representations, as well as deep learning. The goal is to establish foundations for building the next generation of biomedical texture operators Showcases applications where biomedical texture analysis has succeeded and failed Provides details on existing, freely available texture analysis software, helping experts in medicine or biology develop and test precise research hypothesis

Biomedical Image Analysis

Biomedical Image Analysis
A Book

by Rangaraj M. Rangayyan

  • Publisher : CRC Press
  • Release : 2004-12-30
  • Pages : 1312
  • ISBN : 0203492544
  • Language : En, Es, Fr & De
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Computers have become an integral part of medical imaging systems and are used for everything from data acquisition and image generation to image display and analysis. As the scope and complexity of imaging technology steadily increase, more advanced techniques are required to solve the emerging challenges. Biomedical Image Analysis demonstr

Texture Analysis Methods for Medical Image Characterisation

Texture Analysis Methods for Medical Image Characterisation
A Book

by William Henry Nailon

  • Publisher : Unknown Publisher
  • Release : 2010
  • Pages : 129
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Texture Analysis Methods for Medical Image Characterisation.

The use of texture analysis in the quantification of medical images

The use of texture analysis in the quantification of medical images
A Book

by Muhammad Shahid Naweed

  • Publisher : Unknown Publisher
  • Release : 1997
  • Pages : 129
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Computers in Medical Activity

Computers in Medical Activity
A Book

by Edward Kacki,Marek Rudnicki,Joanna Stempczynska

  • Publisher : Springer Science & Business Media
  • Release : 2009-10-13
  • Pages : 274
  • ISBN : 364204462X
  • Language : En, Es, Fr & De
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Papers selected to the present monograph are only a small piece of subjects being investigated in Poland in the range of medical computer science. Their summaries and preliminary results were presented during the international conference „Computers in Medical Activity" organized by the College of Computer Science in Lodz with the collaboration of the Polish Society of Medical Computer Science in Poland in 2007. The subject matter of the monograph is mainly steered on employing the computer systems in the diagnostics then the equipment of the medical activity and the general problems connected with the organization the medical care.

Advanced Biomedical Image Analysis

Advanced Biomedical Image Analysis
A Book

by Mark Haidekker

  • Publisher : John Wiley & Sons
  • Release : 2010-12-28
  • Pages : 540
  • ISBN : 0470624582
  • Language : En, Es, Fr & De
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A comprehensive reference of cutting-edge advanced techniques for quantitative image processing and analysis Medical diagnostics and intervention, and biomedical research rely progressively on imaging techniques, namely, the ability to capture, store, analyze, and display images at the organ, tissue, cellular, and molecular level. These tasks are supported by increasingly powerful computer methods to process and analyze images. This text serves as an authoritative resource and self-study guide explaining sophisticated techniques of quantitative image analysis, with a focus on biomedical applications. It offers both theory and practical examples for immediate application of the topics as well as for in-depth study. Advanced Biomedical Image Analysis presents methods in the four major areas of image processing: image enhancement and restoration, image segmentation, image quantification and classification, and image visualization. In each instance, the theory, mathematical foundation, and basic description of an image processing operator is provided, as well as a discussion of performance features, advantages, and limitations. Key algorithms are provided in pseudo-code to help with implementation, and biomedical examples are included in each chapter. Image registration, storage, transport, and compression are also covered, and there is a review of image analysis and visualization software. The accompanying live DVD contains a selection of image analysis software, and it provides most of the algorithms from the book so readers can immediately put their new knowledge to use. Members of the academic community involved in image-related research as well as members of the professional R&D sector will rely on this volume. It is also well suited as a textbook for graduate-level image processing classes in the computer science and engineering fields.

Color Texture Analysis in Medical Applications

Color Texture Analysis in Medical Applications
A Book

by Christian Münzenmayer

  • Publisher : Unknown Publisher
  • Release : 2006
  • Pages : 181
  • ISBN : 9783899594843
  • Language : En, Es, Fr & De
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Texture Analysis in Machine Vision

Texture Analysis in Machine Vision
A Book

by Matti Pietik„inen

  • Publisher : World Scientific
  • Release : 2000
  • Pages : 269
  • ISBN : 9789810243739
  • Language : En, Es, Fr & De
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d104ure analysis is an important generic research area of machine vision. The potential areas of application include biomedical image analysis, industrial inspection, analysis of satellite or aerial imagery, content-based retrieval from image databases, document analysis, biometric person authentication, scene analysis for robot navigation, texture synthesis for computer graphics and animation, and image coding. d104ure analysis has been a topic of intensive research for over three decades, but the progress has been very slow.A workshop on ?d104ure Analysis in Machine Vision? was held at the University of Oulu, Finland, in 1999, providing a forum for presenting recent research results and for discussing how to make progress in order to increase the usefulness of texture in practical applications. This book contains extended and revised versions of the papers presented at the workshop. The first part of the book deals with texture analysis methodology, while the second part covers various applications. The book gives a unique view of different approaches and applications of texture analysis. It should be of great interest both to researchers of machine vision and to practitioners in various application areas.

Biomedical Diagnostics and Clinical Technologies: Applying High-Performance Cluster and Grid Computing

Biomedical Diagnostics and Clinical Technologies: Applying High-Performance Cluster and Grid Computing
Applying High-Performance Cluster and Grid Computing

by Pereira, Manuela,Freire, Mario

  • Publisher : IGI Global
  • Release : 2010-09-30
  • Pages : 396
  • ISBN : 160566281X
  • Language : En, Es, Fr & De
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Biomedical Diagnostics and Clinical Technologies: Applying High-Performance Cluster and Grid Computing disseminates knowledge regarding high performance computing for medical applications and bioinformatics. This critical reference source contains a valuable collection of cutting-edge research chapters for those working in the broad field of medical informatics and bioinformatics.

Biomedical Imaging

Biomedical Imaging
A Book

by Youxin Mao

  • Publisher : BoD – Books on Demand
  • Release : 2010-03-01
  • Pages : 110
  • ISBN : 9533070714
  • Language : En, Es, Fr & De
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Biomedical imaging is becoming an indispensable branch within bioengineering. This research field has recently expanded due to the requirement of high-level medical diagnostics and rapid development of interdisciplinary modern technologies. This book is designed to present the most recent advances in instrumentation, methods, and image processing as well as clinical applications in important areas of biomedical imaging. It provides broad coverage of the field of biomedical imaging, with particular attention to an engineering viewpoint. The goal of the book is to provide a wide-ranging forum in the biomedical imaging field that integrates interdisciplinary research and development of interest to scientists, engineers, teachers, students, and clinical providers.

World Congress on Medical Physics and Biomedical Engineering September 7 - 12, 2009 Munich, Germany

World Congress on Medical Physics and Biomedical Engineering September 7 - 12, 2009 Munich, Germany
Vol. 25/2 Diagnostic Imaging

by Olaf Dössel,Wolfgang C. Schlegel

  • Publisher : Springer Science & Business Media
  • Release : 2010-01-04
  • Pages : 951
  • ISBN : 3642038794
  • Language : En, Es, Fr & De
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Present Your Research to the World! The World Congress 2009 on Medical Physics and Biomedical Engineering – the triennial scientific meeting of the IUPESM - is the world’s leading forum for presenting the results of current scientific work in health-related physics and technologies to an international audience. With more than 2,800 presentations it will be the biggest conference in the fields of Medical Physics and Biomedical Engineering in 2009! Medical physics, biomedical engineering and bioengineering have been driving forces of innovation and progress in medicine and healthcare over the past two decades. As new key technologies arise with significant potential to open new options in diagnostics and therapeutics, it is a multidisciplinary task to evaluate their benefit for medicine and healthcare with respect to the quality of performance and therapeutic output. Covering key aspects such as information and communication technologies, micro- and nanosystems, optics and biotechnology, the congress will serve as an inter- and multidisciplinary platform that brings together people from basic research, R&D, industry and medical application to discuss these issues. As a major event for science, medicine and technology the congress provides a comprehensive overview and in–depth, first-hand information on new developments, advanced technologies and current and future applications. With this Final Program we would like to give you an overview of the dimension of the congress and invite you to join us in Munich! Olaf Dössel Congress President Wolfgang C.

Advances in Computing, Communication, Automation and Biomedical Technology

Advances in Computing, Communication, Automation and Biomedical Technology
A Book

by M. G. Sumithra ,Arulmurugan Ramu ,Chow Chee Onn

  • Publisher : IJAICT India Publications
  • Release : 2020-12-30
  • Pages : 518
  • ISBN : 8195000819
  • Language : En, Es, Fr & De
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Advances in Computing, Communication, Automation and Biomedical Technology aims to bring together leading academic, scientists, researchers, industry representatives, postdoctoral fellows and research scholars around the world to share their knowledge and research expertise, to advances in the areas of Computing, Communication, Electrical, Civil, Mechanical and Biomedical Systems as well as to create a prospective collaboration and networking on various areas. It also provides a premier interdisciplinary platform for researchers, practitioners, and educators to present and discuss the most recent innovations, trends, and concerns as well as practical challenges encountered, and solutions adopted in the fields of innovation.

Bioinformatics and Biomedical Engineering

Bioinformatics and Biomedical Engineering
6th International Work-Conference, IWBBIO 2018, Granada, Spain, April 25–27, 2018, Proceedings, Part II

by Ignacio Rojas,Francisco Ortuño

  • Publisher : Springer
  • Release : 2018-04-19
  • Pages : 472
  • ISBN : 3319787594
  • Language : En, Es, Fr & De
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This two volume set LNBI 10813 and LNBI 10814 constitutes the proceedings of the 6th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2018, held in Granada, Spain, in April 2018.The 88 regular papers presented were carefully reviewed and selected from 273 submissions. The scope of the conference spans the following areas: bioinformatics for healthcare and diseases; bioinformatics tools to integrate omics dataset and address biological question; challenges and advances in measurement and self-parametrization of complex biological systems; computational genomics; computational proteomics; computational systems for modelling biological processes; drug delivery system design aided by mathematical modelling and experiments; generation, management and biological insights from big data; high-throughput bioinformatic tools for medical genomics; next generation sequencing and sequence analysis; interpretable models in biomedicine and bioinformatics; little-big data. Reducing the complexity and facing uncertainty of highly underdetermined phenotype prediction problems; biomedical engineering; biomedical image analysis; biomedical signal analysis; challenges in smart and wearable sensor design for mobile health; and healthcare and diseases.

Computational Vision and Medical Image Processing

Computational Vision and Medical Image Processing
VipIMAGE 2009

by João Manuel R.S. Tavares,R.M. Natal Jorge

  • Publisher : CRC Press
  • Release : 2009-10-01
  • Pages : 464
  • ISBN : 1482266679
  • Language : En, Es, Fr & De
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Computational Vision and Medical Image Processing, VIPIMAGE 2009 contains the full papers presented at VIPIMAGE 2009 - Second ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, held in Porto, Portugal, on 14-16 October 2009. International contributions from twenty countries provide a comprehensive coverage of the current state-of-the-art in the fields of: Image Processing and Analysis; Tracking and Analyze Objects in Images; Segmentation of Objects in Images; 3D Vision; Signal Processing; Data Interpolation, Registration, Acquisition and Compression; Objects Simulation; Virtual Reality; Software Development for Image Processing and Analysis; Computer Aided Diagnosis, Surgery, Therapy and Treatment; Computational Bioimaging and Visualization; Telemedicine Systems and their Applications. Related techniques covered in Computational Vision and Medical Image Processing, VIPIMAGE 2009 include the level set method, finite element method, modal analyses, stochastic methods, principal and independent components analyses and distribution models. The volume will be useful to academics, researchers and professionals in Computational Vision (image processing and analysis), Computer Sciences, Computational Mechanics and Medicine.

Biomedical Image Analysis and Machine Learning Technologies: Applications and Techniques

Biomedical Image Analysis and Machine Learning Technologies: Applications and Techniques
Applications and Techniques

by Gonzalez, Fabio A.,Romero, Eduardo

  • Publisher : IGI Global
  • Release : 2009-12-31
  • Pages : 390
  • ISBN : 1605669571
  • Language : En, Es, Fr & De
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Medical images are at the base of many routine clinical decisions and their influence continues to increase in many fields of medicine. Since the last decade, computers have become an invaluable tool for supporting medical image acquisition, processing, organization and analysis. Biomedical Image Analysis and Machine Learning Technologies: Applications and Techniques provides a panorama of the current boundary between biomedical complexity coming from the medical image context and the multiple techniques which have been used for solving many of these problems. This innovative publication serves as a leading industry reference as well as a source of creative ideas for applications of medical issues.

Advances in Image Texture Analysis for Medical Diagnosis and Prognosis

Advances in Image Texture Analysis for Medical Diagnosis and Prognosis
A Book

by Balaji Ganeshan,University of Sussex. School of Science and Technology

  • Publisher : Unknown Publisher
  • Release : 2008
  • Pages : 504
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes

Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes
A Book

by Karâa, Wahiba Ben Abdessalem

  • Publisher : IGI Global
  • Release : 2015-11-03
  • Pages : 335
  • ISBN : 1466688122
  • Language : En, Es, Fr & De
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Every second, users produce large amounts of image data from medical and satellite imaging systems. Image mining techniques that are capable of extracting useful information from image data are becoming increasingly useful, especially in medicine and the health sciences. Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes addresses major techniques regarding image processing as a tool for disease identification and diagnosis, as well as treatment recommendation. Highlighting current research intended to advance the medical field, this publication is essential for use by researchers, advanced-level students, academicians, medical professionals, and technology developers. An essential addition to the reference material available in the field of medicine, this timely publication covers a range of applied research on data mining, image processing, computational simulation, data visualization, and image retrieval.

Biomedical Data and Applications

Biomedical Data and Applications
A Book

by Amandeep S. Sidhu,Tharam S. Dillon

  • Publisher : Springer Science & Business Media
  • Release : 2009-06-16
  • Pages : 344
  • ISBN : 3642021921
  • Language : En, Es, Fr & De
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Compared with data from general application domains, modern biological data has many unique characteristics. The goal of this book is to cover data and applications identifying new issues and directions for future research in biomedical domain.

Affine-invariant Texture Analysis and Retrieval of 3D Medical Images with Clinical Context Integration

Affine-invariant Texture Analysis and Retrieval of 3D Medical Images with Clinical Context Integration
A Book

by Adrien Depeursinge

  • Publisher : Unknown Publisher
  • Release : 2010
  • Pages : 153
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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