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Pattern Recognition and Signal Analysis in Medical Imaging

Pattern Recognition and Signal Analysis in Medical Imaging
A Book

by Anke Meyer-Baese,Volker J. Schmid

  • Publisher : Elsevier
  • Release : 2014-03-21
  • Pages : 466
  • ISBN : 0124166156
  • Language : En, Es, Fr & De
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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

Pattern Recognition for Medical Imaging

Pattern Recognition for Medical Imaging
A Book

by Anke Meyer-Bäse

  • Publisher : Academic Press
  • Release : 2004
  • Pages : 386
  • ISBN : 0124932908
  • Language : En, Es, Fr & De
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Essential tool for students and professionals that compiles and explains proven and cutting-edge methods in pattern recognition for medical imaging.

Image Processing and Pattern Recognition

Image Processing and Pattern Recognition
A Book

by Cornelius T. Leondes

  • Publisher : Elsevier
  • Release : 1998-02-09
  • Pages : 386
  • ISBN : 9780080551449
  • Language : En, Es, Fr & De
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Image Processing and Pattern Recognition covers major applications in the field, including optical character recognition, speech classification, medical imaging, paper currency recognition, classification reliability techniques, and sensor technology. The text emphasizes algorithms and architectures for achieving practical and effective systems, and presents many examples. Practitioners, researchers, and students in computer science, electrical engineering, andradiology, as well as those working at financial institutions, will value this unique and authoritative reference to diverse applications methodologies. Coverage includes: Optical character recognition Speech classification Medical imaging Paper currency recognition Classification reliability techniques Sensor technology Algorithms and architectures for achieving practical and effective systems are emphasized, with many examples illustrating the text. Practitioners, researchers, and students in computer science, electrical engineering, and radiology, as wellk as those working at financial institutions, will find this volume a unique and comprehensive reference source for this diverse applications area.

Machine Learning in Bio-Signal Analysis and Diagnostic Imaging

Machine Learning in Bio-Signal Analysis and Diagnostic Imaging
A Book

by Nilanjan Dey,Surekha Borra,Amira S. Ashour,Fuqian Shi

  • Publisher : Academic Press
  • Release : 2018-11-30
  • Pages : 345
  • ISBN : 012816087X
  • Language : En, Es, Fr & De
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Machine Learning in Bio-Signal Analysis and Diagnostic Imaging presents original research on the advanced analysis and classification techniques of biomedical signals and images that cover both supervised and unsupervised machine learning models, standards, algorithms, and their applications, along with the difficulties and challenges faced by healthcare professionals in analyzing biomedical signals and diagnostic images. These intelligent recommender systems are designed based on machine learning, soft computing, computer vision, artificial intelligence and data mining techniques. Classification and clustering techniques, such as PCA, SVM, techniques, Naive Bayes, Neural Network, Decision trees, and Association Rule Mining are among the approaches presented. The design of high accuracy decision support systems assists and eases the job of healthcare practitioners and suits a variety of applications. Integrating Machine Learning (ML) technology with human visual psychometrics helps to meet the demands of radiologists in improving the efficiency and quality of diagnosis in dealing with unique and complex diseases in real time by reducing human errors and allowing fast and rigorous analysis. The book's target audience includes professors and students in biomedical engineering and medical schools, researchers and engineers. Examines a variety of machine learning techniques applied to bio-signal analysis and diagnostic imaging Discusses various methods of using intelligent systems based on machine learning, soft computing, computer vision, artificial intelligence and data mining Covers the most recent research on machine learning in imaging analysis and includes applications to a number of domains

Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology

Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology
Mathematical and Computational Solutions for Archaeology

by Papaodysseus, Constantin

  • Publisher : IGI Global
  • Release : 2011-10-31
  • Pages : 330
  • ISBN : 1609607872
  • Language : En, Es, Fr & De
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Computer science—especially pattern recognition, signal processing and mathematical algorithms—can offer important information about archaeological finds, information that is otherwise undetectable by the human senses and traditional archaeological approaches. Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology offers state of the art research in computational pattern recognition and digital archaeometry. Computer science researchers in pattern recognition and machine intelligence will find innovative research methodologies combined to create novel and efficient computational systems, offering robust, exact, and reliable performance and results. Archaeologists, conservators, and historians will discover reliable automated methods for quickly reconstructing archaeological materials and benefit from the application of non-destructive, automated processing of archaeological finds.

Recent Trends in Image Processing and Pattern Recognition

Recent Trends in Image Processing and Pattern Recognition
Third International Conference, RTIP2R 2020, Aurangabad, India, January 3–4, 2020, Revised Selected Papers, Part II

by K. C. Santosh,Bharti Gawali

  • Publisher : Springer Nature
  • Release : 2021-03-22
  • Pages : 375
  • ISBN : 9811604932
  • Language : En, Es, Fr & De
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This two-volume set constitutes the refereed proceedings of the Third International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R) 2020, held in Aurangabad, India, in January 2020. The 78 revised full papers presented were carefully reviewed and selected from 329 submissions. The papers are organized in topical sections in the two volumes. Part I: Computer vision and applications; Data science and machine learning; Document understanding and Recognition. Part II: Healthcare informatics and medical imaging; Image analysis and recognition; Signal processing and pattern recognition; Image and signal processing in Agriculture.

Signal Processing, Image Processing and Pattern Recognition

Signal Processing, Image Processing and Pattern Recognition
International Conferences, SIP 2011, Held as Part of the Future Generation Information Technology Conference, FGIT 2011, in Conjunction with GDC 2011, Jeju Island, Korea, December 8-10, 2011. Proceedings

by Tai-hoon Kim,Hojjat Adeli,Carlos Ramos,Byeong-Ho Kang

  • Publisher : Springer Science & Business Media
  • Release : 2011-11-29
  • Pages : 450
  • ISBN : 3642271820
  • Language : En, Es, Fr & De
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This book comprises selected papers of the International Conference on Signal Processing, Image Processing and Pattern Recognition, SIP 2011, held as Part of the Future Generation Information Technology Conference, FGIT 2011, in Conjunction with GDC 2011, in Conjunction with GDC 2011, Jeju Island, Korea, in December 2011. The papers presented were carefully reviewed and selected from numerous submissions and focus on the various aspects of signal processing, image processing and pattern recognition.

Classification and Clustering in Biomedical Signal Processing

Classification and Clustering in Biomedical Signal Processing
A Book

by Dey, Nilanjan

  • Publisher : IGI Global
  • Release : 2016-04-07
  • Pages : 463
  • ISBN : 152250141X
  • Language : En, Es, Fr & De
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Advanced techniques in image processing have led to many innovations supporting the medical field, especially in the area of disease diagnosis. Biomedical imaging is an essential part of early disease detection and often considered a first step in the proper management of medical pathological conditions. Classification and Clustering in Biomedical Signal Processing focuses on existing and proposed methods for medical imaging, signal processing, and analysis for the purposes of diagnosing and monitoring patient conditions. Featuring the most recent empirical research findings in the areas of signal processing for biomedical applications with an emphasis on classification and clustering techniques, this essential publication is designed for use by medical professionals, IT developers, and advanced-level graduate students.

Intelligent Computing in Signal Processing and Pattern Recognition

Intelligent Computing in Signal Processing and Pattern Recognition
International Conference on Intelligent Computing, ICIC 2006, Kunming, China, August, 2006

by De-Shuang Huang

  • Publisher : Springer Verlag
  • Release : 2006-08-04
  • Pages : 1179
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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This 1179-page book assembles the complete contributions to the International Conference on Intelligent Computing, ICIC 2006: one volume of Lecture Notes in Computer Science (LNCS); one of Lecture Notes in Artificial Intelligence (LNAI); one of Lecture Notes in Bioinformatics (LNBI); and two volumes of Lecture Notes in Control and Information Sciences (LNCIS). Include are 149 revised full papers, and a Special Session on Computing for Searching Strategies to Control Dynamic Processes.

Histopathological Image Analysis in Medical Decision Making

Histopathological Image Analysis in Medical Decision Making
A Book

by Dey, Nilanjan,Ashour, Amira S.,Kalia, Harihar,Goswami, R.T.,Das, Himansu

  • Publisher : IGI Global
  • Release : 2018-09-21
  • Pages : 340
  • ISBN : 1522563172
  • Language : En, Es, Fr & De
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Medical imaging technologies play a significant role in visualization and interpretation methods in medical diagnosis and practice using decision making, pattern classification, diagnosis, and learning. Progressions in the field of medical imaging lead to interdisciplinary discovery in microscopic image processing and computer-assisted diagnosis systems, and aids physicians in the diagnosis and early detection of diseases. Histopathological Image Analysis in Medical Decision Making provides emerging research exploring the theoretical and practical applications of image technologies and feature extraction procedures within the medical field. Featuring coverage on a broad range of topics such as image classification, digital image analysis, and prediction methods, this book is ideally designed for medical professionals, system engineers, medical students, researchers, and medical practitioners seeking current research on problem-oriented processing techniques in imaging technologies.

Digital Image Processing for Medical Applications

Digital Image Processing for Medical Applications
A Book

by Geoff Dougherty

  • Publisher : Cambridge University Press
  • Release : 2009-04-09
  • Pages : 462
  • ISBN : 9781139476294
  • Language : En, Es, Fr & De
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Image processing is a hands-on discipline, and the best way to learn is by doing. This text takes its motivation from medical applications and uses real medical images and situations to illustrate and clarify concepts and to build intuition, insight and understanding. Designed for advanced undergraduates and graduate students who will become end-users of digital image processing, it covers the basics of the major clinical imaging modalities, explaining how the images are produced and acquired. It then presents the standard image processing operations, focusing on practical issues and problem solving. Crucially, the book explains when and why particular operations are done, and practical computer-based activities show how these operations affect real images. All images, links to the public-domain software ImageJ and custom plug-ins, and selected solutions are available from www.cambridge.org/books/dougherty.

Medical Imaging

Medical Imaging
Ultrasonic imaging and signal processing

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2006
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Medical Imaging

Medical Imaging
Artificial Intelligence, Image Recognition, and Machine Learning Techniques

by K.C. Santosh,Sameer Antani,DS Guru,Nilanjan Dey

  • Publisher : CRC Press
  • Release : 2019-08-20
  • Pages : 238
  • ISBN : 0429639325
  • Language : En, Es, Fr & De
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The book discusses varied topics pertaining to advanced or up-to-date techniques in medical imaging using artificial intelligence (AI), image recognition (IR) and machine learning (ML) algorithms/techniques. Further, coverage includes analysis of chest radiographs (chest x-rays) via stacked generalization models, TB type detection using slice separation approach, brain tumor image segmentation via deep learning, mammogram mass separation, epileptic seizures, breast ultrasound images, knee joint x-ray images, bone fracture detection and labeling, and diabetic retinopathy. It also reviews 3D imaging in biomedical applications and pathological medical imaging.

Machine Learning and Medical Imaging

Machine Learning and Medical Imaging
A Book

by Guorong Wu,Dinggang Shen,Mert Sabuncu

  • Publisher : Academic Press
  • Release : 2016-08-11
  • Pages : 512
  • ISBN : 0128041145
  • Language : En, Es, Fr & De
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Machine Learning and Medical Imaging presents state-of- the-art machine learning methods in medical image analysis. It first summarizes cutting-edge machine learning algorithms in medical imaging, including not only classical probabilistic modeling and learning methods, but also recent breakthroughs in deep learning, sparse representation/coding, and big data hashing. In the second part leading research groups around the world present a wide spectrum of machine learning methods with application to different medical imaging modalities, clinical domains, and organs. The biomedical imaging modalities include ultrasound, magnetic resonance imaging (MRI), computed tomography (CT), histology, and microscopy images. The targeted organs span the lung, liver, brain, and prostate, while there is also a treatment of examining genetic associations. Machine Learning and Medical Imaging is an ideal reference for medical imaging researchers, industry scientists and engineers, advanced undergraduate and graduate students, and clinicians. Demonstrates the application of cutting-edge machine learning techniques to medical imaging problems Covers an array of medical imaging applications including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics Features self-contained chapters with a thorough literature review Assesses the development of future machine learning techniques and the further application of existing techniques

New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops

New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops
ICIAP 2015 International Workshops, BioFor, CTMR, RHEUMA, ISCA, MADiMa, SBMI, and QoEM, Genoa, Italy, September 7-8, 2015, Proceedings

by Vittorio Murino,Enrico Puppo,Diego Sona,Marco Cristani,Carlo Sansone

  • Publisher : Springer
  • Release : 2015-08-20
  • Pages : 599
  • ISBN : 3319232223
  • Language : En, Es, Fr & De
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This book constitutes the refereed proceedings of seven workshops held at the 18th International Conference on Image Analysis and Processing, ICIAP 2015, in Genoa, Italy, in September 2015: International Workshop on Recent Advances in Digital Security: Biometrics and Forensics, BioFor 2015; International Workshop on Color in Texture and Material Recognition, CTMR 2015; International Workshop on Medical Imaging in Rheumatology: Advanced applications for the analysis of in ammation and damage in the rheumatoid Joint, RHEUMA 2015; International Workshop on Image-Based Smart City Application, ISCA 2015; International Workshop on Multimedia Assisted Dietary Management, MADiMa 2015; International Workshop on Scene Background Modeling and initialization, SBMI 2015; and International Workshop on Image and Video Processing for Quality of Multimedia Experience, QoEM 2015.

Wavelets in Signal and Image Analysis

Wavelets in Signal and Image Analysis
From Theory to Practice

by A.A. Petrosian,F.G. Meyer

  • Publisher : Springer Science & Business Media
  • Release : 2001-11-30
  • Pages : 545
  • ISBN : 9781402000539
  • Language : En, Es, Fr & De
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Despite their novelty, wavelets have a tremendous impact on a number of modern scientific disciplines, particularly on signal and image analysis. Because of their powerful underlying mathematical theory, they offer exciting opportunities for the design of new multi-resolution processing algorithms and effective pattern recognition systems. This book provides a much-needed overview of current trends in the practical application of wavelet theory. It combines cutting edge research in the rapidly developing wavelet theory with ideas from practical signal and image analysis fields. Subjects dealt with include balanced discussions on wavelet theory and its specific application in diverse fields, ranging from data compression to seismic equipment. In addition, the book offers insights into recent advances in emerging topics such as double density DWT, multiscale Bayesian estimation, symmetry and locality in image representation, and image fusion. Audience: This volume will be of interest to graduate students and researchers whose work involves acoustics, speech, signal and image processing, approximations and expansions, Fourier analysis, and medical imaging.

Signal Processing Methods for Audio, Images and Telecommunications

Signal Processing Methods for Audio, Images and Telecommunications
A Book

by Peter M. Clarkson,Henry Stark,Richard C. Green,Doug Gray,Edward J. Powers

  • Publisher : Academic Press
  • Release : 1995-07-10
  • Pages : 436
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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This work examines the applications of algorithms to audio-video and telecommunications, with special emphasis on wavelets, digital filters, neural nets, image processing and acoustic processing.

Medical Image Analysis

Medical Image Analysis
A Book

by Atam P. Dhawan

  • Publisher : John Wiley & Sons
  • Release : 2011-03-29
  • Pages : 400
  • ISBN : 0470922893
  • Language : En, Es, Fr & De
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The expanded and revised edition will split Chapter 4 to include more details and examples in FMRI, DTI, and DWI for MR image modalities. The book will also expand ultrasound imaging to 3-D dynamic contrast ultrasound imaging in a separate chapter. A new chapter on Optical Imaging Modalities elaborating microscopy, confocal microscopy, endoscopy, optical coherent tomography, fluorescence and molecular imaging will be added. Another new chapter on Simultaneous Multi-Modality Medical Imaging including CT-SPECT and CT-PET will also be added. In the image analysis part, chapters on image reconstructions and visualizations will be significantly enhanced to include, respectively, 3-D fast statistical estimation based reconstruction methods, and 3-D image fusion and visualization overlaying multi-modality imaging and information. A new chapter on Computer-Aided Diagnosis and image guided surgery, and surgical and therapeutic intervention will also be added. A companion site containing power point slides, author biography, corrections to the first edition and images from the text can be found here: ftp://ftp.wiley.com/public/sci_tech_med/medical_image/ Send an email to: Pressbooks@ieee.org to obtain a solutions manual. Please include your affiliation in your email.

Communication, Signal Processing & Information Technology

Communication, Signal Processing & Information Technology
A Book

by Faouzi Derbel,Olfa Kanoun,Nabil Derbel

  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release : 2017-03-20
  • Pages : 140
  • ISBN : 3110448394
  • Language : En, Es, Fr & De
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Communication & Signal Processing involving topics such as: Communications Theory and Techniques, Communications Protocols and Standards, Telecommunication Systems, Modulation and Signal Design, Coding Compression and Information Theory, Communication Networks, Wireless Communication, Optical Communication, Wireless Sensor Networks, MIMO Systems, MIMO Communications, Signal Processing for Communications e-Learning. Digital Signal Processing, Multiresolution Analysis, Wavelets, Smart Antennas, Adaptive Antennas, Theory and Practice of Signal Processing, Digital Signal Processing, Speech, Image, Video Signal Processing, Person Authentication, Biometry, Medical Imaging, Remote Sensing Analysis, Image Indexation, Image compression, Data Fusion and Pattern Recognition, Parallel Computing, Artificial Intelligence, Information Retrieval.

Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology

Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2007
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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