Biomedical Texture Analysis

Written By Adrien Depeursinge
Biomedical Texture Analysis
  • Publsiher : Academic Press
  • Release : 01 August 2017
  • ISBN : 9780128121337
  • Pages : 428 pages
  • Rating : /5 from reviews
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Download or read book entitled Biomedical Texture Analysis by author: Adrien Depeursinge which was release on 01 August 2017 and published by Academic Press with total page 428 pages . This book available in PDF, EPUB and Kindle Format. 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
  • Author : Adrien Depeursinge,Omar Al-Kadi,J. Ross Mitchell
  • Publisher : Academic Press
  • Release Date : 2017-08
  • Total pages : 428
  • ISBN : 9780128121337
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Summary : 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 ...

Biomedical Texture Analysis

Biomedical Texture Analysis
  • Author : Adrien Depeursinge,Omar S Al-Kadi,J.Ross Mitchell
  • Publisher : Academic Press
  • Release Date : 2017-08-25
  • Total pages : 430
  • ISBN : 9780128121337
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Summary : 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 ...

Biomedical Image Analysis

Biomedical Image Analysis
  • Author : Rangaraj M. Rangayyan
  • Publisher : CRC Press
  • Release Date : 2004-12-30
  • Total pages : 1312
  • ISBN : 9780128121337
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Summary : 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...

Computers in Medical Activity

Computers in Medical Activity
  • Author : Edward Kacki,Marek Rudnicki,Joanna Stempczynska
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-10-13
  • Total pages : 274
  • ISBN : 9780128121337
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Summary : 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 ...

Advanced Biomedical Image Analysis

Advanced Biomedical Image Analysis
  • Author : Mark Haidekker
  • Publisher : John Wiley & Sons
  • Release Date : 2010-12-28
  • Total pages : 540
  • ISBN : 9780128121337
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Summary : 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 ...

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

Biomedical Diagnostics and Clinical Technologies  Applying High Performance Cluster and Grid Computing
  • Author : Pereira, Manuela,Freire, Mario
  • Publisher : IGI Global
  • Release Date : 2010-09-30
  • Total pages : 396
  • ISBN : 9780128121337
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Summary : 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....

Texture Analysis in Machine Vision

Texture Analysis in Machine Vision
  • Author : Matti Pietik„inen
  • Publisher : World Scientific
  • Release Date : 2000
  • Total pages : 269
  • ISBN : 9780128121337
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Summary : 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 ...

Biomedical Imaging

Biomedical Imaging
  • Author : Youxin Mao
  • Publisher : BoD – Books on Demand
  • Release Date : 2010-03-01
  • Total pages : 110
  • ISBN : 9780128121337
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Summary : 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 ...

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
  • Author : Olaf Dössel,Wolfgang C. Schlegel
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-01-04
  • Total pages : 951
  • ISBN : 9780128121337
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Summary : 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 ...

Advances in Computing Communication Automation and Biomedical Technology

Advances in Computing  Communication  Automation and Biomedical Technology
  • Author : M. G. Sumithra ,Arulmurugan Ramu ,Chow Chee Onn
  • Publisher : IJAICT India Publications
  • Release Date : 2020-12-30
  • Total pages : 518
  • ISBN : 9780128121337
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Summary : 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 ...

Bioinformatics and Biomedical Engineering

Bioinformatics and Biomedical Engineering
  • Author : Ignacio Rojas,Francisco Ortuño
  • Publisher : Springer
  • Release Date : 2018-04-19
  • Total pages : 472
  • ISBN : 9780128121337
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Summary : 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 ...

13th International Conference on Biomedical Engineering

13th International Conference on Biomedical Engineering
  • Author : Chwee Teck Lim,James Goh Cho Hong
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-03-15
  • Total pages : 2303
  • ISBN : 9780128121337
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Summary : th On behalf of the organizing committee of the 13 International Conference on Biomedical Engineering, I extend our w- mest welcome to you. This series of conference began in 1983 and is jointly organized by the YLL School of Medicine and Faculty of Engineering of the National University of Singapore and the ...

Computational Vision and Medical Image Processing

Computational Vision and Medical Image Processing
  • Author : João Manuel R.S. Tavares,R.M. Natal Jorge
  • Publisher : CRC Press
  • Release Date : 2009-10-01
  • Total pages : 464
  • ISBN : 9780128121337
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Summary : 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: ...

Biomedical Image Analysis and Machine Learning Technologies Applications and Techniques

Biomedical Image Analysis and Machine Learning Technologies  Applications and Techniques
  • Author : Gonzalez, Fabio A.,Romero, Eduardo
  • Publisher : IGI Global
  • Release Date : 2009-12-31
  • Total pages : 390
  • ISBN : 9780128121337
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Summary : 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 ...

Current Trends in Biomedical Engineering and Bioimages Analysis

Current Trends in Biomedical Engineering and Bioimages Analysis
  • Author : Józef Korbicz,Roman Maniewski,Krzysztof Patan,Marek Kowal
  • Publisher : Springer Nature
  • Release Date : 2019-08-22
  • Total pages : 338
  • ISBN : 9780128121337
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Summary : This book gathers 30 papers presented at the 21st PCBBE, which was hosted by the University of Zielona Góra, Poland, and offered a valuable forum for exchanging ideas and presenting the latest developments in all areas of biomedical engineering. Biocybernetics and biomedical engineering are currently considered one of the most ...