Pattern Recognition Techniques Applied To Biomedical Problems

Author : Martha Refugio Ortiz-Posadas
Publisher : Springer Nature
Page : 227 pages
File Size : 50,6 Mb
Release : 2020-02-29
Category : Mathematics
ISBN : 9783030380212

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Pattern Recognition Techniques Applied to Biomedical Problems by Martha Refugio Ortiz-Posadas Pdf

This book covers pattern recognition techniques applied to various areas of biomedicine, including disease diagnosis and prognosis, and several problems of classification, with a special focus on—but not limited to—pattern recognition modeling of biomedical signals and images. Multidisciplinary by definition, the book’s topic blends computing, mathematics and other technical sciences towards the development of computational tools and methodologies that can be applied to pattern recognition processes. In this work, the efficacy of such methods and techniques for processing medical information is analyzed and compared, and auxiliary criteria for determining the correct diagnosis and treatment strategies are recommended and applied. Researchers in applied mathematics, the computer sciences, engineering and related fields with a focus on medical applications will benefit from this book, as well as professionals with a special interest in state-of-the-art pattern recognition techniques as applied to biomedicine.

Author : Xiao-Xia Yin,Sillas Hadjiloucas,Yanchun Zhang
Publisher : Springer
Page : 218 pages
File Size : 53,6 Mb
Release : 2017-06-27
Category : Computers
ISBN : 9783319570273

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Pattern Classification of Medical Images: Computer Aided Diagnosis by Xiao-Xia Yin,Sillas Hadjiloucas,Yanchun Zhang Pdf

This book presents advances in biomedical imaging analysis and processing techniques using time dependent medical image datasets for computer aided diagnosis. The analysis of time-series images is one of the most widely appearing problems in science, engineering, and business. In recent years this problem has gained importance due to the increasing availability of more sensitive sensors in science and engineering and due to the wide-spread use of computers in corporations which have increased the amount of time-series data collected by many magnitudes. An important feature of this book is the exploration of different approaches to handle and identify time dependent biomedical images. Biomedical imaging analysis and processing techniques deal with the interaction between all forms of radiation and biological molecules, cells or tissues, to visualize small particles and opaque objects, and to achieve the recognition of biomedical patterns. These are topics of great importance to biomedical science, biology, and medicine. Biomedical imaging analysis techniques can be applied in many different areas to solve existing problems. The various requirements arising from the process of resolving practical problems motivate and expedite the development of biomedical imaging analysis. This is a major reason for the fast growth of the discipline.

Author : Anke Meyer-Baese,Volker J. Schmid
Publisher : Elsevier
Page : 466 pages
File Size : 47,8 Mb
Release : 2014-03-21
Category : Technology & Engineering
ISBN : 9780124166158

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Pattern Recognition and Signal Analysis in Medical Imaging by Anke Meyer-Baese,Volker J. Schmid Pdf

Medical imaging is one of the heaviest funded biomedical engineering research areas. The second edition of Pattern Recognition and Signal Analysis in Medical Imaging brings sharp focus to the development of integrated systems for use in the clinical sector, enabling both imaging and the automatic assessment of the resultant data. Since the first edition, there has been tremendous development of new, powerful technologies for detecting, storing, transmitting, analyzing, and displaying medical images. Computer-aided analytical techniques, coupled with a continuing need to derive more information from medical images, has led to a growing application of digital processing techniques in cancer detection as well as elsewhere in medicine. This book is an essential tool for students and professionals, compiling and explaining proven and cutting-edge methods in pattern recognition for medical imaging. New edition has been expanded to cover signal analysis, which was only superficially covered in the first edition New chapters cover Cluster Validity Techniques, Computer-Aided Diagnosis Systems in Breast MRI, Spatio-Temporal Models in Functional, Contrast-Enhanced and Perfusion Cardiovascular MRI Gives readers an unparalleled insight into the latest pattern recognition and signal analysis technologies, modeling, and applications

Author : Pradipta Maji,Sankar K. Pal
Publisher : John Wiley & Sons
Page : 312 pages
File Size : 44,5 Mb
Release : 2012-02-14
Category : Technology & Engineering
ISBN : 9781118004401

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Rough-Fuzzy Pattern Recognition by Pradipta Maji,Sankar K. Pal Pdf

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.

Author : E. L. Grove
Publisher : Springer Science & Business Media
Page : 358 pages
File Size : 46,8 Mb
Release : 2013-03-09
Category : Science
ISBN : 9781468425895

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Applied Atomic Spectroscopy by E. L. Grove Pdf

From the first appearance of the classic The Spectrum Analysis in 1885 to the present the field of emission spectroscopy has been evolving and changing. Over the last 20 to 30 years in particular there has been an explosion of new ideas and developments. Of late, the aura of glamour has supposedly been transferred to other techniques, but, nevertheless, it is estimated that 75% or more of the analyses done by the metal industry are accomplished by emission spectroscopy. Further, the excellent sensitivity of plasma sources has created a demand for this technique in such divergent areas as direct trace element analyses in polluted waters. Developments in the replication process and advances in the art of pro ducing ruled and holographic gratings as well as improvements in the materials from which these gratings are made have made excellent gratings available at reasonable prices. This availability and the development of plane grating mounts have contributed to the increasing popularity of grating spectrometers as com pared with the large prism spectrograph and concave grating mounts. Other areas of progress include new and improved methods for excitation, the use of controlled atmospheres and the extension of spectrometry into the vacuum region, the widespread application of the techniques for analysis of nonmetals in metals, the increasing use of polychrometers with concave or echelle gratings and improved readout systems for better reading of spectrographic plates and more efficient data handling.

Author : Xiaoxia Yin,Brian W.-H. Ng,Derek Abbott
Publisher : Springer Science & Business Media
Page : 316 pages
File Size : 53,5 Mb
Release : 2012-03-20
Category : Technology & Engineering
ISBN : 9781461418214

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Terahertz Imaging for Biomedical Applications by Xiaoxia Yin,Brian W.-H. Ng,Derek Abbott Pdf

Terahertz biomedical imaging has become an area of interest due to its ability to simultaneously acquire both image and spectral information. Terahertz imaging systems are being commercialized, with increasing trials performed in a biomedical setting. As a result, advanced digital image processing algorithms are needed to assist screening, diagnosis, and treatment. "Pattern Recognition and Tomographic Reconstruction" presents these necessary algorithms, which will play a critical role in the accurate detection of abnormalities present in biomedical imaging. Terhazertz tomographic imaging and detection technology contributes to the ability to identify opaque objects with clear boundaries, and would be useful to both in vivo and ex vivo environments, making this book a must-read for anyone in the field of biomedical engineering and digital imaging.

Author : Francisco Sepulveda,Riccardo Poli
Publisher : Springer
Page : 280 pages
File Size : 45,6 Mb
Release : 2015-12-07
Category : Technology & Engineering
ISBN : 9400729065

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Intelligent Biomedical Pattern Recognition by Francisco Sepulveda,Riccardo Poli Pdf

This book is a practical guide to the field of biomedical signal processing and pattern recognition. The authors provide a self-contained volume that will address all the main issues – e.g., signal peculiarities, popular algorithms, key application examples, etc. – as well as provide an overview of common traps and mistakes and how to avoid them. The book makes extensive use of pseudo-code and code samples. It discusses available open source toolboxes as well. This book will the non-specilist up to speed with regard to relevant signal processing and pattern recognition. More importantly, it will enable the reader to either program the necessary algorithms or to modify existing open source libraries. This book fills a gap in several new interdisciplinary areas, such as human-machine interaction, affective computing, and computer games, that have as a common task the processing and analysis of biomedical data. Yet, it is also a valuable tool for students at the intermediate and advanced levels in more traditional biomedical pattern recognition.

Author : José de Jesús Agustín Flores Cuautle,Balam Benítez-Mata,Ricardo Antonio Salido-Ruiz,Gustavo Adolfo Alonso-Silverio,Guadalupe Dorantes-Méndez,Esmeralda Zúñiga-Aguilar,Hugo A. Vélez-Pérez,Edgar Del Hierro-Gutiérrez,Aldo Rodrigo Mejía-Rodríguez
Publisher : Springer Nature
Page : 282 pages
File Size : 46,7 Mb
Release : 2023-12-02
Category : Technology & Engineering
ISBN : 9783031469367

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XLVI Mexican Conference on Biomedical Engineering by José de Jesús Agustín Flores Cuautle,Balam Benítez-Mata,Ricardo Antonio Salido-Ruiz,Gustavo Adolfo Alonso-Silverio,Guadalupe Dorantes-Méndez,Esmeralda Zúñiga-Aguilar,Hugo A. Vélez-Pérez,Edgar Del Hierro-Gutiérrez,Aldo Rodrigo Mejía-Rodríguez Pdf

This book reports on cutting-edge research and best practices in the broad fiel of biomedical engineering. Based on the XLVI Mexican Congress on Biomedical Engineering, CNIB 2023, held on November 2-4, 2023 in Villahermosa Tabasco, Mexico, this second volume of the proceedings covers research topics in biomechanics, materials and engineering design and manufacturing, with applications in prostheses design and development, tissue engineering, medical device assessment and healthcare management. All in all, this book provides a timely snapshot on state-of-the-art achievements in biomedical engineering and current challenges in the field. It addresses both researchers and professionals, and it is expect to foster future collaborations between the two groups, as well as international collaborations. .

Author : Mourad Elloumi,Costas Iliopoulos,Jason T. L. Wang,Albert Y. Zomaya
Publisher : John Wiley & Sons
Page : 656 pages
File Size : 44,8 Mb
Release : 2015-11-30
Category : Technology & Engineering
ISBN : 9781119078852

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Pattern Recognition in Computational Molecular Biology by Mourad Elloumi,Costas Iliopoulos,Jason T. L. Wang,Albert Y. Zomaya Pdf

A comprehensive overview of high-performance pattern recognition techniques and approaches to Computational Molecular Biology This book surveys the developments of techniques and approaches on pattern recognition related to Computational Molecular Biology. Providing a broad coverage of the field, the authors cover fundamental and technical information on these techniques and approaches, as well as discussing their related problems. The text consists of twenty nine chapters, organized into seven parts: Pattern Recognition in Sequences, Pattern Recognition in Secondary Structures, Pattern Recognition in Tertiary Structures, Pattern Recognition in Quaternary Structures, Pattern Recognition in Microarrays, Pattern Recognition in Phylogenetic Trees, and Pattern Recognition in Biological Networks. Surveys the development of techniques and approaches on pattern recognition in biomolecular data Discusses pattern recognition in primary, secondary, tertiary and quaternary structures, as well as microarrays, phylogenetic trees and biological networks Includes case studies and examples to further illustrate the concepts discussed in the book Pattern Recognition in Computational Molecular Biology: Techniques and Approaches is a reference for practitioners and professional researches in Computer Science, Life Science, and Mathematics. This book also serves as a supplementary reading for graduate students and young researches interested in Computational Molecular Biology.

Author : King Sun Fu,Theodosios Pavlidis
Publisher : Verlag Chemie
Page : 448 pages
File Size : 49,8 Mb
Release : 1979
Category : Reference
ISBN : UOM:39015000872500

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Biomedical Pattern Recognition and Image Processing by King Sun Fu,Theodosios Pavlidis Pdf

Author : Sun, Zhaohao
Publisher : IGI Global
Page : 449 pages
File Size : 41,6 Mb
Release : 2023-02-24
Category : Business & Economics
ISBN : 9781668459614

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Handbook of Research on Driving Socioeconomic Development With Big Data by Sun, Zhaohao Pdf

Socioeconomic development has drawn increasing attention in academia, industries, and governments. The relationship between big data and its technologies and socioeconomic development has drawn certain attention in academia. Socioeconomic development depends not only on big data, but also on big data technologies. However, the relationship between big data and socioeconomic development is not adequately covered in current research. The Handbook of Research on Driving Socioeconomic Development With Big Data provides an original and innovative understanding of and insight into how the proposed theories, technologies, and methodologies of big data can improve socioeconomic development and sustainable development in terms of business and services, healthcare, the internet of everything, sharing economy, and more. Covering topics such as corporate social responsibility, management applications, and process mining, this major reference work is an excellent resource for data scientists, business leaders and executives, IT professionals, government officials, economists, sociologists, librarians, students, researchers, and academicians.

Author : Marco Loog,Lodewyk Wessels,Marcel J.T. Reinders,Dick de Ridder
Publisher : Springer
Page : 344 pages
File Size : 40,7 Mb
Release : 2011-10-29
Category : Computers
ISBN : 9783642248559

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Pattern Recognition in Bioinformatics by Marco Loog,Lodewyk Wessels,Marcel J.T. Reinders,Dick de Ridder Pdf

This book constitutes the refereed proceedings of the 6th International Conference on Pattern Recognition in Bioinformatics, PRIB 2011, held in Delft, The Netherlands, in November 2011. The 29 revised full papers presented were carefully reviewed and selected from 35 submissions. The papers cover the wide range of possible applications of bioinformatics in pattern recognition: novel algorithms to handle traditional pattern recognition problems such as (bi)clustering, classification and feature selection; applications of (novel) pattern recognition techniques to infer and analyze biological networks and studies on specific problems such as biological image analysis and the relation between sequence and structure. They are organized in the following topical sections: clustering, biomarker selection and classification, network inference and analysis, image analysis, and sequence, structure, and interactions.

Author : Ganesh Naik
Publisher : Springer Nature
Page : 432 pages
File Size : 47,6 Mb
Release : 2019-11-12
Category : Technology & Engineering
ISBN : 9789811390975

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Biomedical Signal Processing by Ganesh Naik Pdf

This book reports on the latest advances in the study of biomedical signal processing, and discusses in detail a number of open problems concerning clinical, biomedical and neural signals. It methodically collects and presents in a unified form the research findings previously scattered throughout various scientific journals and conference proceedings. In addition, the chapters are self-contained and can be read independently. Accordingly, the book will be of interest to university researchers, R&D engineers and graduate students who wish to learn the core principles of biomedical signal analysis, algorithms, and applications, while also offering a valuable reference work for biomedical engineers and clinicians who wish to learn more about the theory and recent applications of neural engineering and biomedical signal processing.

Author : Anke Meyer-Bäse
Publisher : Academic Press
Page : 410 pages
File Size : 45,8 Mb
Release : 2004
Category : Computers
ISBN : 9780124932906

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Pattern Recognition and Signal Analysis in Medical Imaging by Anke Meyer-Bäse Pdf

Essential tool for students and professionals that compiles and explains proven and cutting-edge methods in pattern recognition for medical imaging.

Author : Ana Fred,Maria De Marsico,Antoine Tabbone
Publisher : Springer
Page : 279 pages
File Size : 52,5 Mb
Release : 2015-11-19
Category : Computers
ISBN : 9783319255309

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Pattern Recognition Applications and Methods by Ana Fred,Maria De Marsico,Antoine Tabbone Pdf

This book constitutes the thoroughly refereed post-conference proceedings of the Third International Conference on Pattern Recognition, ICPRAM 2014, held in Angers, France, in March 2014. The 18 revised full papers were carefully reviewed and selected from 179 submissions and describe up-to-date applications of Pattern Recognition techniques to real-world problems, interdisciplinary research, experimental and/or theoretical studies yielding new insights that advance Pattern Recognition methods.