Medical Image Processing

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Medical Image Processing

Geoff Dougherty
Medical Image Processing Book PDF

Author : Geoff Dougherty
Publisher : Springer Science & Business Media
Page : 380 pages
File Size : 43,8 Mb
Release : 2011-07-25
Category : Technology & Engineering
ISBN : 1441997792

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Medical Image Processing by Geoff Dougherty Pdf

The book is designed for end users in the field of digital imaging, who wish to update their skills and understanding with the latest techniques in image analysis. The book emphasizes the conceptual framework of image analysis and the effective use of image processing tools. It uses applications in a variety of fields to demonstrate and consolidate both specific and general concepts, and to build intuition, insight and understanding. Although the chapters are essentially self-contained they reference other chapters to form an integrated whole. Each chapter employs a pedagogical approach to ensure conceptual learning before introducing specific techniques and “tricks of the trade”. The book concentrates on a number of current research applications, and will present a detailed approach to each while emphasizing the applicability of techniques to other problems. The field of topics is wide, ranging from compressive (non-uniform) sampling in MRI, through automated retinal vessel analysis to 3-D ultrasound imaging and more. The book is amply illustrated with figures and applicable medical images. The reader will learn the techniques which experts in the field are currently employing and testing to solve particular research problems, and how they may be applied to other problems.

Handbook of Medical Imaging

Anonim
Handbook of Medical Imaging Book PDF

Author : Anonim
Publisher : Academic Press
Page : 901 pages
File Size : 50,6 Mb
Release : 2000-10-09
Category : Technology & Engineering
ISBN : 9780080533100

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Handbook of Medical Imaging by Anonim Pdf

In recent years, the remarkable advances in medical imaging instruments have increased their use considerably for diagnostics as well as planning and follow-up of treatment. Emerging from the fields of radiology, medical physics and engineering, medical imaging no longer simply deals with the technology and interpretation of radiographic images. The limitless possibilities presented by computer science and technology, coupled with engineering advances in signal processing, optics and nuclear medicine have created the vastly expanded field of medical imaging. The Handbook of Medical Imaging is the first comprehensive compilation of the concepts and techniques used to analyze and manipulate medical images after they have been generated or digitized. The Handbook is organized in six sections that relate to the main functions needed for processing: enhancement, segmentation, quantification, registration, visualization as well as compression storage and telemedicine. * Internationally renowned authors(Johns Hopkins, Harvard, UCLA, Yale, Columbia, UCSF) * Includes imaging and visualization * Contains over 60 pages of stunning, four-color images

Introduction to Medical Image Analysis

Rasmus R. Paulsen,Thomas B. Moeslund
Introduction to Medical Image Analysis Book PDF

Author : Rasmus R. Paulsen,Thomas B. Moeslund
Publisher : Springer Nature
Page : 185 pages
File Size : 52,8 Mb
Release : 2020-05-26
Category : Computers
ISBN : 9783030393649

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Introduction to Medical Image Analysis by Rasmus R. Paulsen,Thomas B. Moeslund Pdf

This easy-to-follow textbook presents an engaging introduction to the fascinating world of medical image analysis. Avoiding an overly mathematical treatment, the text focuses on intuitive explanations, illustrating the key algorithms and concepts in a way which will make sense to students from a broad range of different backgrounds. Topics and features: explains what light is, and how it can be captured by a camera and converted into an image, as well as how images can be compressed and stored; describes basic image manipulation methods for understanding and improving image quality, and a useful segmentation algorithm; reviews the basic image processing methods for segmenting or enhancing certain features in an image, with a focus on morphology methods for binary images; examines how to detect, describe, and recognize objects in an image, and how the nature of color can be used for segmenting objects; introduces a statistical method to determine what class of object the pixels in an image represent; describes how to change the geometry within an image, how to align two images so that they are as similar as possible, and how to detect lines and paths in images; provides further exercises and other supplementary material at an associated website. This concise and accessible textbook will be invaluable to undergraduate students of computer science, engineering, medicine, and any multi-disciplinary courses that combine topics on health with data science. Medical practitioners working with medical imaging devices will also appreciate this easy-to-understand explanation of the technology.

Biomedical Image Processing

Thomas Martin Deserno
Biomedical Image Processing Book PDF

Author : Thomas Martin Deserno
Publisher : Springer Science & Business Media
Page : 595 pages
File Size : 43,7 Mb
Release : 2011-03-01
Category : Science
ISBN : 9783642158162

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Biomedical Image Processing by Thomas Martin Deserno Pdf

In modern medicine, imaging is the most effective tool for diagnostics, treatment planning and therapy. Almost all modalities have went to directly digital acquisition techniques and processing of this image data have become an important option for health care in future. This book is written by a team of internationally recognized experts from all over the world. It provides a brief but complete overview on medical image processing and analysis highlighting recent advances that have been made in academics. Color figures are used extensively to illustrate the methods and help the reader to understand the complex topics.

Guide to Medical Image Analysis

Klaus D. Toennies
Guide to Medical Image Analysis Book PDF

Author : Klaus D. Toennies
Publisher : Springer
Page : 589 pages
File Size : 53,9 Mb
Release : 2017-03-29
Category : Computers
ISBN : 9781447173205

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Guide to Medical Image Analysis by Klaus D. Toennies Pdf

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 image enhancement, feature detection, feature generation, segmentation, registration, and validation; examines analysis methods in view of image-based guidance in the operating room (NEW); discusses the use of deep convolutional networks for segmentation and labeling tasks (NEW); includes appendices on Markov random field optimization, variational calculus and principal component analysis.

Digital Image Processing for Medical Applications

Geoff Dougherty
Digital Image Processing for Medical Applications Book PDF

Author : Geoff Dougherty
Publisher : Cambridge University Press
Page : 463 pages
File Size : 46,7 Mb
Release : 2009
Category : Computers
ISBN : 9780521860857

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Digital Image Processing for Medical Applications by Geoff Dougherty Pdf

Hands-on text for a first course aimed at end-users, focusing on concepts, practical issues and problem solving.

Biosignal and Medical Image Processing

John L. Semmlow,Benjamin Griffel
Biosignal and Medical Image Processing Book PDF

Author : John L. Semmlow,Benjamin Griffel
Publisher : CRC Press
Page : 630 pages
File Size : 52,9 Mb
Release : 2021-10-01
Category : Medical
ISBN : 9781466567375

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Biosignal and Medical Image Processing by John L. Semmlow,Benjamin Griffel Pdf

Written specifically for biomedical engineers, Biosignal and Medical Image Processing, Third Edition provides a complete set of signal and image processing tools, including diagnostic decision-making tools, and classification methods. Thoroughly revised and updated, it supplies important new material on nonlinear methods for describing and classify

Medical Image Processing, Reconstruction and Analysis

Jiri Jan
Medical Image Processing Reconstruction and Analysis Book PDF

Author : Jiri Jan
Publisher : CRC Press
Page : 619 pages
File Size : 46,7 Mb
Release : 2019-08-30
Category : Medical
ISBN : 9781351387903

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Medical Image Processing, Reconstruction and Analysis by Jiri Jan Pdf

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 explanations of underlying generic concepts. Medical Image Processing, Reconstruction and Analysis – Concepts and Methods explains the general principles and methods of image processing and analysis, focusing namely on applications used in medical imaging. The content of this book is divided into three parts: Part I – Images as Multidimensional Signals provides the introduction to basic image processing theory, explaining it for both analogue and digital image representations. Part II – Imaging Systems as Data Sources offers a non-traditional view on imaging modalities, explaining their principles influencing properties of the obtained images that are to be subsequently processed by methods described in this book. Newly, principles of novel modalities, as spectral CT, functional MRI, ultrafast planar-wave ultrasonography and optical coherence tomography are included. Part III – Image Processing and Analysis focuses on tomographic image reconstruction, image fusion and methods of image enhancement and restoration; further it explains concepts of low-level image analysis as texture analysis, image segmentation and morphological transforms. A new chapter deals with selected areas of higher-level analysis, as principal and independent component analysis and particularly the novel analytic approach based on deep learning. Briefly, also the medical image-processing environment is treated, including processes for image archiving and communication. Features Presents a theoretically exact yet understandable explanation of image processing and analysis concepts and methods Offers practical interpretations of all theoretical conclusions, as derived in the consistent explanation Provides a concise treatment of a wide variety of medical imaging modalities including novel ones, with respect to properties of provided image data

Medical Image Analysis

Alejandro Frangi,Jerry Prince,Milan Sonka
Medical Image Analysis Book PDF

Author : Alejandro Frangi,Jerry Prince,Milan Sonka
Publisher : Academic Press
Page : 700 pages
File Size : 42,8 Mb
Release : 2023-09-20
Category : Technology & Engineering
ISBN : 9780128136584

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Medical Image Analysis by Alejandro Frangi,Jerry Prince,Milan Sonka Pdf

Medical Image Analysis presents practical knowledge on medical image computing and analysis as written by top educators and experts. This text is a modern, practical, self-contained reference that conveys a mix of fundamental methodological concepts within different medical domains. Sections cover core representations and properties of digital images and image enhancement techniques, advanced image computing methods (including segmentation, registration, motion and shape analysis), machine learning, how medical image computing (MIC) is used in clinical and medical research, and how to identify alternative strategies and employ software tools to solve typical problems in MIC. Provides an authoritative description of key concepts and methods Includes tutorial-based sections that clearly explain principles and their application to different medical domains Presents a representative selection of topics to match a modern and relevant approach to medical image computing

Applied Medical Image Processing

Wolfgang Birkfellner
Applied Medical Image Processing Book PDF

Author : Wolfgang Birkfellner
Publisher : CRC Press
Page : 458 pages
File Size : 52,6 Mb
Release : 2016-04-19
Category : Science
ISBN : 9781498759724

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Applied Medical Image Processing by Wolfgang Birkfellner Pdf

A widely used, classroom-tested text, Applied Medical Image Processing: A Basic Course delivers an ideal introduction to image processing in medicine, emphasizing the clinical relevance and special requirements of the field. Avoiding excessive mathematical formalisms, the book presents key principles by implementing algorithms from scratch and usin

Hybrid Image Processing Methods for Medical Image Examination

Venkatesan Rajinikanth,E Priya,Hong Lin,Fuhua Lin
Hybrid Image Processing Methods for Medical Image Examination Book PDF

Author : Venkatesan Rajinikanth,E Priya,Hong Lin,Fuhua Lin
Publisher : CRC Press
Page : 177 pages
File Size : 49,9 Mb
Release : 2021-01-29
Category : Computers
ISBN : 9781000300185

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Hybrid Image Processing Methods for Medical Image Examination by Venkatesan Rajinikanth,E Priya,Hong Lin,Fuhua Lin Pdf

In view of better results expected from examination of medical datasets (images) with hybrid (integration of thresholding and segmentation) image processing methods, this work focuses on implementation of possible hybrid image examination techniques for medical images. It describes various image thresholding and segmentation methods which are essential for the development of such a hybrid processing tool. Further, this book presents the essential details, such as test image preparation, implementation of a chosen thresholding operation, evaluation of threshold image, and implementation of segmentation procedure and its evaluation, supported by pertinent case studies. Aimed at researchers/graduate students in the medical image processing domain, image processing, and computer engineering, this book: Provides broad background on various image thresholding and segmentation techniques Discusses information on various assessment metrics and the confusion matrix Proposes integration of the thresholding technique with the bio-inspired algorithms Explores case studies including MRI, CT, dermoscopy, and ultrasound images Includes separate chapters on machine learning and deep learning for medical image processing

Deep Learning in Medical Image Analysis

Gobert Lee,Hiroshi Fujita
Deep Learning in Medical Image Analysis Book PDF

Author : Gobert Lee,Hiroshi Fujita
Publisher : Springer Nature
Page : 184 pages
File Size : 48,6 Mb
Release : 2020-02-06
Category : Medical
ISBN : 9783030331283

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Deep Learning in Medical Image Analysis by Gobert Lee,Hiroshi Fujita Pdf

This book presents cutting-edge research and applications of deep learning in a broad range of medical imaging scenarios, such as computer-aided diagnosis, image segmentation, tissue recognition and classification, and other areas of medical and healthcare problems. Each of its chapters covers a topic in depth, ranging from medical image synthesis and techniques for muskuloskeletal analysis to diagnostic tools for breast lesions on digital mammograms and glaucoma on retinal fundus images. It also provides an overview of deep learning in medical image analysis and highlights issues and challenges encountered by researchers and clinicians, surveying and discussing practical approaches in general and in the context of specific problems. Academics, clinical and industry researchers, as well as young researchers and graduate students in medical imaging, computer-aided-diagnosis, biomedical engineering and computer vision will find this book a great reference and very useful learning resource.

A Practical Approach to Medical Image Processing

Elizabeth Berry
A Practical Approach to Medical Image Processing Book PDF

Author : Elizabeth Berry
Publisher : Taylor & Francis
Page : 304 pages
File Size : 54,9 Mb
Release : 2007-12-07
Category : Science
ISBN : 9781584888253

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A Practical Approach to Medical Image Processing by Elizabeth Berry Pdf

The ability to manipulate and analyze pictorial information to improve medical diagnosis, monitoring, and therapy via imaging is a valuable tool that every professional working in radiography, medical imaging, and medical physics should utilize. However, previous texts on the subject have only approached the subject from a programming or computer s

MEDICAL IMAGE PROCESSING

G.R. SINHA,BHAGWATI CHARAN PATEL
MEDICAL IMAGE PROCESSING Book PDF

Author : G.R. SINHA,BHAGWATI CHARAN PATEL
Publisher : PHI Learning Pvt. Ltd.
Page : 268 pages
File Size : 45,5 Mb
Release : 2014-01-20
Category : Technology & Engineering
ISBN : 9788120349025

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MEDICAL IMAGE PROCESSING by G.R. SINHA,BHAGWATI CHARAN PATEL Pdf

Medical Image Processing: Concepts and Applications presents an overview of image processing for various applications in the field of medical science. Inclusion of several topics like noise reduction filters, feature extraction, image restoration, segmentation, soft computing techniques and context-based medical image retrieval, etc. makes this book a single-source information meeting the requirements of the readers. Besides, the coverage of digital image processing, human visual perception and CAD system to be used in automated diagnosis system, medical imaging modalities, various application areas of medical field, detection and classification of various disease, etc. is highly emphasised in the book. The book, divided into eight chapters, presents the topics in a clear, simple, practical and cogent fashion that provides the students with the insight into theory as well as applications to the practical problems. The research orientation of the book greatly supports the concepts of image processing to be applied for segmentation, classification and detection of affected areas in X-ray, MRI and mammographic and all other medical images. Throughout the book, an attempt has been made to address the challenges faced by radiologists, physicians and doctors in scanning, interpretation and diagnosis process. The book uses an abundance of colour images to impart a high level of comprehension of concepts and helps in mastering the process of medical image processing. Special attention is made on the review of algorithms or methods of medical image formation, processing and analysis, medical imaging applications, and emerging medical imaging modality. This is purely a text dedicated for the undergraduate and postgraduate students of biomedical engineering. The book is also of immense use to the students of computer science engineering and IT who offer a course on digital image processing. Key Points • Chapter-end review questions test the students’ knowledge of the funda-mental concepts. • Course outcomes help the students in capturing the key points. • Several images and information regarding morphological operations given in appendices help in getting additional knowledge in the field of medical image processing.

Medical Image Processing for Improved Clinical Diagnosis

Swarnambiga, A.
Medical Image Processing for Improved Clinical Diagnosis Book PDF

Author : Swarnambiga, A.
Publisher : IGI Global
Page : 313 pages
File Size : 42,9 Mb
Release : 2018-08-31
Category : Medical
ISBN : 9781522558774

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Medical Image Processing for Improved Clinical Diagnosis by Swarnambiga, A. Pdf

In the medical field, there is a constant need to improve professionals’ abilities to provide prompt and accurate diagnoses. The use of image and pattern recognizing software may provide support to medical professionals and enhance their abilities to properly identify medical issues. Medical Image Processing for Improved Clinical Diagnosis provides emerging research exploring the theoretical and practical aspects of computer-based imaging and applications within healthcare and medicine. Featuring coverage on a broad range of topics such as biomedical imaging, pattern recognition, and medical diagnosis, this book is ideally designed for medical practitioners, students, researchers, and others in the medical and engineering fields seeking current research on the use of images to enhance the accuracy of medical prognosis.