Pattern Recognition for Medical Imaging

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Read or download book entitled Pattern Recognition for Medical Imaging written by Anke Meyer-Bäse and published by Academic Press in PDF, EPUB and Kindle Format. Click Get This Book button to download or read online books. Join over 650.000 happy Readers and READ as many books as you like. We cannot guarantee that Pattern Recognition for Medical Imaging book is available in the library.

  • Publisher : Academic Press
  • Release : 29 September 2022
  • ISBN : 9780124932906
  • Page : 386 pages
  • Rating : 4.5/5 from 103 voters

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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.

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Pattern Recognition for Medical Imaging

Pattern Recognition for Medical Imaging
  • Author : Anke Meyer-Bäse
  • Publisher : Academic Press
  • Release Date : 2004
  • ISBN : 9780124932906
GET THIS BOOKPattern Recognition for Medical Imaging

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

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
  • ISBN : 9780124166158
GET THIS BOOKPattern Recognition and Signal Analysis in Medical Imaging

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

Medical Imaging

Medical Imaging
  • Author : K.C. Santosh,Sameer Antani,DS Guru,Nilanjan Dey
  • Publisher : CRC Press
  • Release Date : 2019-08-20
  • ISBN : 9780429642494
GET THIS BOOKMedical Imaging

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

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
  • Author : Alvaro Pardo,Josef Kittler
  • Publisher : Springer
  • Release Date : 2015-10-24
  • ISBN : 9783319257518
GET THIS BOOKProgress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

This book constitutes the refereed proceedings of the 20th Iberoamerican Congress on Pattern Recognition, CIARP 2015, held in Montevideo, Uruguay, in November 2015. The 95 papers presented were carefully reviewed and selected from 185 submissions. The papers are organized in topical sections on applications on pattern recognition; biometrics; computer vision; gesture recognition; image classification and retrieval; image coding, processing and analysis; segmentation, analysis of shape and texture; signals analysis and processing; theory of pattern recognition; video analysis, segmentation and tracking.

Pattern Recognition and Image Preprocessing

Pattern Recognition and Image Preprocessing
  • Author : Sing T. Bow
  • Publisher : CRC Press
  • Release Date : 2002-01-11
  • ISBN : 0203903897
GET THIS BOOKPattern Recognition and Image Preprocessing

Describing non-parametric and parametric theoretic classification and the training of discriminant functions, this second edition includes new and expanded sections on neural networks, Fisher's discriminant, wavelet transform, and the method of principal components. It contains discussions on dimensionality reduction and feature selection; novel computer system architectures; proven algorithms for solutions to common roadblocks in data processing; computing models including the Hamming net, the Kohonen self-organizing map, and the Hopfield net; detailed appendices with data sets illustrating key concepts in the

Biomedical Signal Analysis

Biomedical Signal Analysis
  • Author : Fabian J. Theis,Anke Meyer-Bäse
  • Publisher : MIT Press
  • Release Date : 2010
  • ISBN : 9780262013284
GET THIS BOOKBiomedical Signal Analysis

A comprehensive introduction to innovative methods in the field of biomedical signal analysis, covering both theory and practice. Biomedical signal analysis has become one of the most important visualization and interpretation methods in biology and medicine. Many new and powerful instruments for detecting, storing, transmitting, analyzing, and displaying images have been developed in recent years, allowing scientists and physicians to obtain quantitative measurements to support scientific hypotheses and medical diagnoses. This book offers an overview of a range of proven

Guide to Medical Image Analysis

Guide to Medical Image Analysis
  • Author : Klaus D. Toennies
  • Publisher : Springer
  • Release Date : 2017-03-29
  • ISBN : 9781447173205
GET THIS BOOKGuide to Medical Image Analysis

This comprehensive guide provides a uniquely practical, application-focused introduction to medical image analysis. This fully updated new edition has been enhanced with material on the latest developments in the field, whilst retaining the original focus on segmentation, classification and registration. Topics and features: presents learning objectives, exercises and concluding remarks in each chapter; describes a range of common imaging techniques, reconstruction techniques and image artifacts, and discusses the archival and transfer of images; reviews an expanded selection of techniques for

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
  • ISBN : 9783642271823
GET THIS BOOKSignal Processing, Image Processing and Pattern Recognition

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.

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
  • ISBN : 9781522563174
GET THIS BOOKHistopathological Image Analysis in Medical Decision Making

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

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
  • ISBN : 9783540372585
GET THIS BOOKIntelligent Computing in Signal Processing and Pattern Recognition

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.

Syntactic Pattern Recognition

Syntactic Pattern Recognition
  • Author : Flasinski Mariusz
  • Publisher : World Scientific
  • Release Date : 2019-03-25
  • ISBN : 9789813278486
GET THIS BOOKSyntactic Pattern Recognition

This unique compendium presents the major methods of recognition and learning used in syntactic pattern recognition from the 1960s till 2018. Each method is introduced firstly in a formal way. Then, it is explained with the help of examples and its algorithms are described in a pseudocode. The survey of the applications contains more than 1,000 sources published since the 1960s. The open problems in the field, the challenges and the determinants of the future development of syntactic pattern recognition are discussed.

Advances in Deep Learning for Medical Image Analysis

Advances in Deep Learning for Medical Image Analysis
  • Author : Archana Mire,Vinayak Elangovan,Shailaja Patil
  • Publisher : CRC Press
  • Release Date : 2022-04-28
  • ISBN : 9781000575958
GET THIS BOOKAdvances in Deep Learning for Medical Image Analysis

This reference text introduces the classical probabilistic model, deep learning, and big data techniques for improving medical imaging and detecting various diseases. The text addresses a wide variety of application areas in medical imaging where deep learning techniques provide solutions with lesser human intervention and reduced time. It comprehensively covers important machine learning for signal analysis, deep learning techniques for cancer detection, diabetic cases, skin image analysis, Alzheimer’s disease detection, coronary disease detection, medical image forensic, fetal anomaly detection,

Pattern Recognition and Classification

Pattern Recognition and Classification
  • Author : Geoff Dougherty
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-10-28
  • ISBN : 9781461453239
GET THIS BOOKPattern Recognition and Classification

The use of pattern recognition and classification is fundamental to many of the automated electronic systems in use today. However, despite the existence of a number of notable books in the field, the subject remains very challenging, especially for the beginner. Pattern Recognition and Classification presents a comprehensive introduction to the core concepts involved in automated pattern recognition. It is designed to be accessible to newcomers from varied backgrounds, but it will also be useful to researchers and professionals in

Recent Trends in Image Processing and Pattern Recognition

Recent Trends in Image Processing and Pattern Recognition
  • Author : K. C. Santosh,Ravindra S. Hegadi
  • Publisher : Springer
  • Release Date : 2019-07-15
  • ISBN : 9789811391842
GET THIS BOOKRecent Trends in Image Processing and Pattern Recognition

This three-book set constitutes the refereed proceedings of the Second International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R) 2018, held in Solapur, India, in December 2018. The 173 revised full papers presented were carefully reviewed and selected from 374 submissions. The papers are organized in topical sections in the tree volumes. Part I: computer vision and pattern recognition; machine learning and applications; and image processing. Part II: healthcare and medical imaging; biometrics and applications. Part III: document image analysis;

Applications of Pattern Recognition

Applications of Pattern Recognition
  • Author : King-Sun Fu
  • Publisher : CRC Press
  • Release Date : 2019-07-22
  • ISBN : 9781351078252
GET THIS BOOKApplications of Pattern Recognition

This monograph is intended to cover several major applications of pattern recognition. After a brief introduction to pattern recognition in Chapter 1, the two major approaches, statistical approach and syntactic approach, are reviewed in Chapter 2, and 3, respectively. Other topics include the application of pattern recognition to seismic wave interpretation, to system reliability problems, to medical data analysis, as well as character and speech recognition.