Pattern Recognition and Signal Analysis in Medical Imaging

Written By Anke Meyer-Baese
Pattern Recognition and Signal Analysis in Medical Imaging
  • Publsiher : Elsevier
  • Release : 21 March 2014
  • ISBN : 0124166156
  • Pages : 466 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Pattern Recognition and Signal Analysis in Medical Imaging written by Anke Meyer-Baese which was release on 21 March 2014, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: 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 and Signal Analysis in Medical Imaging

Pattern Recognition and Signal Analysis in Medical Imaging
  • Author : Anke Meyer-Baese,Volker J. Schmid
  • Publisher : Elsevier
  • Release Date : 2014-03-21
  • Total pages : 466
  • ISBN : 0124166156
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Summary : 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. ...

Pattern Recognition for Medical Imaging

Pattern Recognition for Medical Imaging
  • Author : Anke Meyer-Bäse
  • Publisher : Academic Press
  • Release Date : 2004
  • Total pages : 386
  • ISBN : 0124166156
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Summary : Essential tool for students and professionals that compiles and explains proven and cutting-edge methods in pattern recognition for medical imaging....

Machine Learning in Bio Signal Analysis and Diagnostic Imaging

Machine Learning in Bio Signal Analysis and Diagnostic Imaging
  • Author : Nilanjan Dey,Surekha Borra,Amira S. Ashour,Fuqian Shi
  • Publisher : Academic Press
  • Release Date : 2018-11-30
  • Total pages : 345
  • ISBN : 0124166156
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Summary : 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 ...

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
  • Author : Papaodysseus, Constantin
  • Publisher : IGI Global
  • Release Date : 2011-10-31
  • Total pages : 330
  • ISBN : 0124166156
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Summary : 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 ...

Recent Trends in Image Processing and Pattern Recognition

Recent Trends in Image Processing and Pattern Recognition
  • Author : K. C. Santosh,Bharti Gawali
  • Publisher : Springer Nature
  • Release Date : 2021-03-22
  • Total pages : 375
  • ISBN : 0124166156
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Summary : 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 ...

Signal Processing Image Processing and Pattern Recognition

Signal Processing  Image Processing and Pattern Recognition
  • Author : Tai-hoon Kim,Hojjat Adeli,Carlos Ramos,Byeong-Ho Kang
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-11-29
  • Total pages : 450
  • ISBN : 0124166156
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Summary : 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 ...

Intelligent Computing in Signal Processing and Pattern Recognition

Intelligent Computing in Signal Processing and Pattern Recognition
  • Author : De-Shuang Huang,George William Irwin
  • Publisher : Springer
  • Release Date : 2006-09-08
  • Total pages : 1182
  • ISBN : 0124166156
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Summary : 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 (...

Classification and Clustering in Biomedical Signal Processing

Classification and Clustering in Biomedical Signal Processing
  • Author : Dey, Nilanjan
  • Publisher : IGI Global
  • Release Date : 2016-04-07
  • Total pages : 463
  • ISBN : 0124166156
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Summary : 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 ...

Histopathological Image Analysis in Medical Decision Making

Histopathological Image Analysis in Medical Decision Making
  • Author : Dey, Nilanjan,Ashour, Amira S.,Kalia, Harihar,Goswami, R.T.,Das, Himansu
  • Publisher : IGI Global
  • Release Date : 2018-09-21
  • Total pages : 340
  • ISBN : 0124166156
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Summary : 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 ...

Image Processing and Pattern Recognition

Image Processing and Pattern Recognition
  • Author : Cornelius T. Leondes
  • Publisher : Elsevier
  • Release Date : 1998-02-09
  • Total pages : 386
  • ISBN : 0124166156
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Summary : 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 ...

Recent Advances in Biomedical Signal Processing

Recent Advances in Biomedical Signal Processing
  • Author : Juan Manuel Górriz,Elmar W. Lang,Javier Ramírez
  • Publisher : Bentham Science Publishers
  • Release Date : 2011
  • Total pages : 271
  • ISBN : 0124166156
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Summary : "Biomedical signal processing is a rapidly expanding field with a wide range of applications, from the construction of artificial limbs and aids for disabilities to the development of sophisticated medical imaging systems. Acquisition and processing of bio"...

Digital Image Processing for Medical Applications

Digital Image Processing for Medical Applications
  • Author : Geoff Dougherty
  • Publisher : Cambridge University Press
  • Release Date : 2009-04-09
  • Total pages : 462
  • ISBN : 0124166156
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Summary : 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 ...

Medical Imaging

Medical Imaging
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 212
  • ISBN : 0124166156
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Summary : Download or read online Medical Imaging written by , published by which was released on 2006. Get Medical Imaging Books now! Available in PDF, ePub and Kindle....

Medical Imaging

Medical Imaging
  • Author : K.C. Santosh,Sameer Antani,DS Guru,Nilanjan Dey
  • Publisher : CRC Press
  • Release Date : 2019-08-20
  • Total pages : 238
  • ISBN : 0124166156
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Summary : 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 ...

Machine Learning and Medical Imaging

Machine Learning and Medical Imaging
  • Author : Guorong Wu,Dinggang Shen,Mert Sabuncu
  • Publisher : Academic Press
  • Release Date : 2016-08-11
  • Total pages : 512
  • ISBN : 0124166156
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Summary : 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 ...