Biomedical Texture Analysis

Written By Adrien Depeursinge
Biomedical Texture Analysis
  • Publsiher : Academic Press
  • Release : 25 August 2017
  • ISBN : 0128123214
  • Pages : 430 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Biomedical Texture Analysis written by Adrien Depeursinge which was release on 25 August 2017, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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 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 : 0128123214
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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 ...

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 : 0128123214
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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 ...

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 : 0128123214
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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....

Biomedical Imaging

Biomedical Imaging
  • Author : Youxin Mao
  • Publisher : BoD – Books on Demand
  • Release Date : 2010-03-01
  • Total pages : 110
  • ISBN : 0128123214
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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 : 0128123214
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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 ...

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 : 0128123214
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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: ...

The use of texture analysis in the quantification of medical images

The use of texture analysis in the quantification of medical images
  • Author : Muhammad Shahid Naweed
  • Publisher : Unknown
  • Release Date : 1997
  • Total pages : 212
  • ISBN : 0128123214
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Summary : Download or read online The use of texture analysis in the quantification of medical images written by Muhammad Shahid Naweed, published by which was released on 1997. Get The use of texture analysis in the quantification of medical images Books now! Available in PDF, ePub and Kindle....

Progress in Pattern Recognition Image Analysis Computer Vision and Applications

Progress in Pattern Recognition  Image Analysis  Computer Vision  and Applications
  • Author : João Manuel R. S. Tavares,João Paulo Papa,Manuel González Hidalgo
  • Publisher : Springer Nature
  • Release Date : 2022-01-13
  • Total pages : 490
  • ISBN : 0128123214
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Summary : This book constitutes the proceedings of the 25th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2021, which took place during May 10–13, 2021. The conference was initially planned to take place in Porto, Portugal, but changed to a virtual event due to the COVID-19 pandemic. The 45 ...

Artificial Intelligence in Cardiothoracic Imaging

Artificial Intelligence in Cardiothoracic Imaging
  • Author : Carlo N. De Cecco
  • Publisher : Springer Nature
  • Release Date : 2022-06-26
  • Total pages : 212
  • ISBN : 0128123214
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Summary : Download or read online Artificial Intelligence in Cardiothoracic Imaging written by Carlo N. De Cecco, published by Springer Nature which was released on . Get Artificial Intelligence in Cardiothoracic Imaging Books now! Available in PDF, ePub and Kindle....

Biomedical Data and Applications

Biomedical Data and Applications
  • Author : Amandeep S. Sidhu,Tharam S. Dillon
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-06-16
  • Total pages : 344
  • ISBN : 0128123214
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Summary : 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....

Interpretable and Annotation Efficient Learning for Medical Image Computing

Interpretable and Annotation Efficient Learning for Medical Image Computing
  • Author : Jaime Cardoso,Hien Van Nguyen,Nicholas Heller,Pedro Henriques Abreu,Ivana Isgum,Wilson Silva,Ricardo Cruz,Jose Pereira Amorim,Vishal Patel,Badri Roysam,Kevin Zhou,Steve Jiang,Ngan Le,Khoa Luu,Raphael Sznitman,Veronika Cheplygina,Diana Mateus,Emanuele Trucco,Samaneh Abbasi
  • Publisher : Springer Nature
  • Release Date : 2020-10-03
  • Total pages : 292
  • ISBN : 0128123214
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Summary : This book constitutes the refereed joint proceedings of the Third International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2020, the Second International Workshop on Medical Image Learning with Less Labels and Imperfect Data, MIL3ID 2020, and the 5th International Workshop on Large-scale Annotation of Biomedical data and ...

World Congress of Medical Physics and Biomedical Engineering 2006

World Congress of Medical Physics and Biomedical Engineering 2006
  • Author : Sun I. Kim,Tae S. Suh
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-05-07
  • Total pages : 586
  • ISBN : 0128123214
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Summary : These proceedings of the World Congress 2006, the fourteenth conference in this series, offer a strong scientific program covering a wide range of issues and challenges which are currently present in Medical physics and Biomedical Engineering. About 2,500 peer reviewed contributions are presented in a six volume book, comprising 25 tracks, joint conferences ...

Medical Image Processing Reconstruction and Analysis

Medical Image Processing  Reconstruction and Analysis
  • Author : Jiri Jan
  • Publisher : CRC Press
  • Release Date : 2019-09-05
  • Total pages : 574
  • ISBN : 0128123214
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Summary : Differently oriented specialists and students involved in image processing and analysis need to have a firm grasp of concepts and methods used in this now widely utilized area. This book aims at being a single-source reference providing such foundations in the form of theoretical yet clear and easy to follow ...

Riemannian Geometric Statistics in Medical Image Analysis

Riemannian Geometric Statistics in Medical Image Analysis
  • Author : Xavier Pennec,Stefan Sommer,Tom Fletcher
  • Publisher : Academic Press
  • Release Date : 2019-09-02
  • Total pages : 636
  • ISBN : 0128123214
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Summary : Over the past 15 years, there has been a growing need in the medical image computing community for principled methods to process nonlinear geometric data. Riemannian geometry has emerged as one of the most powerful mathematical and computational frameworks for analyzing such data. Riemannian Geometric Statistics in Medical Image Analysis is ...

Biomedical Image Synthesis and Simulation

Biomedical Image Synthesis and Simulation
  • Author : Ninon Burgos,David Svoboda
  • Publisher : Academic Press
  • Release Date : 2022-06-30
  • Total pages : 674
  • ISBN : 0128123214
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Summary : Biomedical Image Synthesis and Simulations: Methods and Applications presents the latest on basic concepts and applications in image-based simulation and synthesis used in medical and biomedical imaging. Sections introduce and describe the simulation and synthesis methods that were developed and successfully used within the last twenty years and give examples ...