Accelerating Cardiac Mri Compressed Sensing Image Reconstruction Using Graphics Processing Units

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Compressed Sensing Magnetic Resonance Image Reconstruction Algorithms

Author : Bhabesh Deka
Publisher : Springer
ISBN 13 : 9811335974
Total Pages : 133 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Compressed Sensing Magnetic Resonance Image Reconstruction Algorithms by : Bhabesh Deka

Download or read book Compressed Sensing Magnetic Resonance Image Reconstruction Algorithms written by Bhabesh Deka and published by Springer. This book was released on 2018-12-29 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a comprehensive review of the recent developments in fast L1-norm regularization-based compressed sensing (CS) magnetic resonance image reconstruction algorithms. Compressed sensing magnetic resonance imaging (CS-MRI) is able to reduce the scan time of MRI considerably as it is possible to reconstruct MR images from only a few measurements in the k-space; far below the requirements of the Nyquist sampling rate. L1-norm-based regularization problems can be solved efficiently using the state-of-the-art convex optimization techniques, which in general outperform the greedy techniques in terms of quality of reconstructions. Recently, fast convex optimization based reconstruction algorithms have been developed which are also able to achieve the benchmarks for the use of CS-MRI in clinical practice. This book enables graduate students, researchers, and medical practitioners working in the field of medical image processing, particularly in MRI to understand the need for the CS in MRI, and thereby how it could revolutionize the soft tissue imaging to benefit healthcare technology without making major changes in the existing scanner hardware. It would be particularly useful for researchers who have just entered into the exciting field of CS-MRI and would like to quickly go through the developments to date without diving into the detailed mathematical analysis. Finally, it also discusses recent trends and future research directions for implementation of CS-MRI in clinical practice, particularly in Bio- and Neuro-informatics applications.

Intelligent Multidimensional Data and Image Processing

Author : De, Sourav
Publisher : IGI Global
ISBN 13 : 1522552472
Total Pages : 449 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Intelligent Multidimensional Data and Image Processing by : De, Sourav

Download or read book Intelligent Multidimensional Data and Image Processing written by De, Sourav and published by IGI Global. This book was released on 2018-06-08 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the most natural and convenient means of conveying or transmitting information, images play a vital role in our daily lives. Image processing is now of paramount importance in the computer vision research community, and proper processing of two-dimensional (2D) real-life images plays a key role in many real-life applications as well as commercial developments. Intelligent Multidimensional Data and Image Processing is a vital research publication that contains an in-depth exploration of image processing techniques used in various applications, including how to handle noise removal, object segmentation, object extraction, and the determination of the nearest object classification and its associated confidence level. Featuring coverage on a broad range of topics such as object detection, machine vision, and image conversion, this book provides critical research for scientists, computer engineers, professionals, researchers, and academicians seeking current research on solutions for new challenges in 2D and 3D image processing.

Current and Future Role of Artificial Intelligence in Cardiac Imaging

Author : Steffen Erhard Petersen
Publisher : Frontiers Media SA
ISBN 13 : 2889660583
Total Pages : 138 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Current and Future Role of Artificial Intelligence in Cardiac Imaging by : Steffen Erhard Petersen

Download or read book Current and Future Role of Artificial Intelligence in Cardiac Imaging written by Steffen Erhard Petersen and published by Frontiers Media SA. This book was released on 2020-10-09 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.

Simultaneous multiparametric and multidimensional cardiovascular magnetic resonance imaging

Author : Aleksandra Radjenovic
Publisher : Frontiers Media SA
ISBN 13 : 2832527434
Total Pages : 141 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Simultaneous multiparametric and multidimensional cardiovascular magnetic resonance imaging by : Aleksandra Radjenovic

Download or read book Simultaneous multiparametric and multidimensional cardiovascular magnetic resonance imaging written by Aleksandra Radjenovic and published by Frontiers Media SA. This book was released on 2023-06-30 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Coronary Magnetic Resonance Angiography

Author : Andre J. Duerinckx
Publisher : Springer Science & Business Media
ISBN 13 : 0387949593
Total Pages : 355 pages
Book Rating : 4.3/5 (879 download)

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Book Synopsis Coronary Magnetic Resonance Angiography by : Andre J. Duerinckx

Download or read book Coronary Magnetic Resonance Angiography written by Andre J. Duerinckx and published by Springer Science & Business Media. This book was released on 2002 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, there has been increasing interest in the clinical applications of coronary angiography techniques. Coronary MRA can be instrumental in the evaluation of congenital coronary artery anomalies, however, the complexity of advanced MR pulse sequences and strategies may be overwhelming to many. Coronary MR Angiography demystifies the art of coronary MRA by providing a text in plain language with clearly illustrated imaging steps and protocols. Designed to bridge the gap between radiology and cardiology, it is written for physicians and scientists planning to incorporate this technique into their research or practice.

Cardiovascular Magnetic Resonance

Author : Warren J. Manning
Publisher : Elsevier Health Sciences
ISBN 13 : 0323497373
Total Pages : 797 pages
Book Rating : 4.3/5 (234 download)

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Book Synopsis Cardiovascular Magnetic Resonance by : Warren J. Manning

Download or read book Cardiovascular Magnetic Resonance written by Warren J. Manning and published by Elsevier Health Sciences. This book was released on 2018-04-26 with total page 797 pages. Available in PDF, EPUB and Kindle. Book excerpt: - Provides state-of-the-art coverage of CMR technologies and guidelines, including basic principles, imaging techniques, ischemic heart disease, right ventricular and congenital heart disease, vascular and pericardium conditions, and functional cardiovascular disease. - Includes new chapters on non-cardiac pathology, pacemaker safety, economics of CMR, and guidelines as well as new coverage of myocarditis and its diagnosis and assessment of prognosis by cardiovascular magnetic resonance, and the use of PET/CMR imaging of the heart, especially in sarcoidosis. - Features more than 1,100 high-quality images representing today's CMR imaging. - Covers T1, T2 and ECV mapping, as well as T2* imaging in iron overload, which has been shown to save lives in patients with thalassaemia major - Discusses the cost-effectiveness of CMR. - Provides state-of-the-art coverage of CMR technologies and guidelines, including basic principles, imaging techniques, ischemic heart disease, right ventricular and congenital heart disease, vascular and pericardium conditions, and functional cardiovascular disease. - Includes new chapters on non-cardiac pathology, pacemaker safety, economics of CMR, and guidelines as well as new coverage of myocarditis and its diagnosis and assessment of prognosis by cardiovascular magnetic resonance, and the use of PET/CMR imaging of the heart, especially in sarcoidosis. - Features more than 1,100 high-quality images representing today's CMR imaging. - Covers T1, T2 and ECV mapping, as well as T2* imaging in iron overload, which has been shown to save lives in patients with thalassaemia major. - Discusses the cost-effectiveness of CMR. - Expert ConsultTM eBook version included with purchase. This enhanced eBook experience allows you to search all of the text, figures, and references from the book on a variety of devices.

Cardiac CT, PET and MR

Author : Vasken Dilsizian
Publisher : John Wiley & Sons
ISBN 13 : 1118754492
Total Pages : 732 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Cardiac CT, PET and MR by : Vasken Dilsizian

Download or read book Cardiac CT, PET and MR written by Vasken Dilsizian and published by John Wiley & Sons. This book was released on 2019-07-04 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt: A complete guide to non-invasive imaging techniques in cardiology Todays imaging technologies offer cardiologists more ways than ever to diagnose conditions of the heart without the need of endoscopies and other invasive procedures. Now in its third edition,Cardiac CT, PET and MRI continues to provide an in-depth explanation of these tools and their correct applications, while also exploring cardiac imagings most recent and groundbreaking developments. This wide-ranging guide places CT, PET and MRI in a practical context, illustrating clearly their respective functions as they apply to specific cardiological disorders and clinical situations. With the addition of seven new chapters, it also offers an expanded insight into PET an increasingly popular and affordable diagnostic utility, hitherto underexplored in texts devoted to imaging. Cardiac CT, PET and MRI includes: Clinically focused examinations of CT, PET and MRI the three most popular non-invasive imaging modalities Illustrative full-color photos and images Access to a companion website featuring additional content Cardiologists, radiologists, nuclear medicine physicians, physicists, and imaging technologists alike will find the third edition of Cardiac CT, PET and MRI an informative and accessible resource with a direct use in their day-to-day practice.

Basic Principles of Cardiovascular MRI

Author : Mushabbar A. Syed
Publisher : Springer
ISBN 13 : 3319221418
Total Pages : 337 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Basic Principles of Cardiovascular MRI by : Mushabbar A. Syed

Download or read book Basic Principles of Cardiovascular MRI written by Mushabbar A. Syed and published by Springer. This book was released on 2015-10-29 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive and authoritative text on the expanding scope of CMR, dedicated to covering basic principles in detail focusing on the needs of cardiovascular imagers. The target audience for this book includes CMR specialists, trainees in CMR and cardiovascular medicine, cardiovascular physicists or clinical cardiovascular imagers. This book includes figures and CMR examples in the form of high-resolution still images and is divided in two sections: basic MRI physics, i.e. the nuts and bolts of MR imaging; and imaging techniques (pulse sequences) used in cardiovascular MR imaging. Each imaging technique is discussed in a separate chapter that includes the physics and clinical applications (with cardiovascular examples) of a particular technique. Evolving techniques or research based techniques are discussed as well. This section covers both cardiac and vascular imaging. Cardiovascular magnetic resonance (CMR) imaging is now considered a clinically important imaging modality for patients with a wide variety of cardiovascular diseases. Recent developments in scanner hardware, imaging sequences, and analysis software have led to 3-dimensional, high-resolution imaging of the cardiovascular system. These developments have also influenced a wide variety of cardiovascular imaging applications and it is now routinely used in clinical practice in CMR laboratories around the world. The non-invasiveness and lack of ionizing radiation exposure make CMR uniquely important for patients whose clinical condition requires serial imaging follow-up. This is particularly true for patients with congenital heart disease (CHD) with or without surgical corrections who require lifelong clinical and imaging follow-up.

Intraoperative Imaging and Image-Guided Therapy

Author : Ferenc A. Jolesz
Publisher : Springer Science & Business Media
ISBN 13 : 1461476577
Total Pages : 870 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Intraoperative Imaging and Image-Guided Therapy by : Ferenc A. Jolesz

Download or read book Intraoperative Imaging and Image-Guided Therapy written by Ferenc A. Jolesz and published by Springer Science & Business Media. This book was released on 2014-01-14 with total page 870 pages. Available in PDF, EPUB and Kindle. Book excerpt: Image-guided therapy (IGT) uses imaging to improve the localization and targeting of diseased tissue and to monitor and control treatments. During the past decade, image-guided surgeries and image-guided minimally invasive interventions have emerged as advances that can be used in place of traditional invasive approaches. Advanced imaging technologies such as magnetic resonance imaging (MRI), computed tomography (CT), and positron emission tomography (PET) entered into operating rooms and interventional suites to complement already-available routine imaging devices like X-ray and ultrasound. At the same time, navigational tools, computer-assisted surgery devices, and image-guided robots also became part of the revolution in interventional radiology suites and the operating room. Intraoperative Imaging and Image-Guided Therapy explores the fundamental, technical, and clinical aspects of state-of the-art image-guided therapies. It presents the basic concepts of image guidance, the technologies involved in therapy delivery, and the special requirements for the design and construction of image-guided operating rooms and interventional suites. It also covers future developments such as molecular imaging-guided surgeries and novel innovative therapies like MRI-guided focused ultrasound surgery. IGT is a multidisciplinary and multimodality field in which teams of physicians, physicists, engineers, and computer scientists collaborate in performing these interventions, an approach that is reflected in the organization of the book. Contributing authors include members of the National Center of Image-Guided Therapy program at Brigham and Women’s Hospital and international leaders in the field of IGT. The book includes coverage of these topics: - Imaging methods, guidance technologies, and the therapy delivery systems currently used or in development. - Clinical applications for IGT in various specialties such as neurosurgery, ear-nose-and-throat surgery, cardiovascular surgery, endoscopies, and orthopedic procedures. - Review and comparison of the clinical uses for IGT with conventional methods in terms of invasiveness, effectiveness, and outcome. - Requirements for the design and construction of image-guided operating rooms and interventional suites.

Reconstruction, Segmentation, and Analysis of Medical Images

Author : Maria A. Zuluaga
Publisher : Springer
ISBN 13 : 3319522809
Total Pages : 177 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Reconstruction, Segmentation, and Analysis of Medical Images by : Maria A. Zuluaga

Download or read book Reconstruction, Segmentation, and Analysis of Medical Images written by Maria A. Zuluaga and published by Springer. This book was released on 2017-01-18 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of two workshops held at the 19th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2016, in Athens, Greece, in October 2016: the First International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2016, and the First International Workshop on Whole-Heart and Great Vessel Segmentation from 3D Cardiovascular MRI in Congenital Heart Disease, HVSMR 2016. The 17 revised regular papers presented in this book were carefully reviewed and selected from a total of 21 submissions. The papers cover following topics: Registration; Reconstruction; Deep learning for heart segmentation; Discrete optimization and probabilistic intensity modeling; Atlas-based strategies; Random forests.

Magnetic Resonance Elastography

Author : Sudhakar K. Venkatesh
Publisher : Springer
ISBN 13 : 1493915754
Total Pages : 143 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Magnetic Resonance Elastography by : Sudhakar K. Venkatesh

Download or read book Magnetic Resonance Elastography written by Sudhakar K. Venkatesh and published by Springer. This book was released on 2014-10-01 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book to cover the groundbreaking development and clinical applications of Magnetic Resonance Elastography, this book is essential for all practitioners interested in this revolutionary diagnostic modality. The book is divided into three sections. The first covers the history of MRE. The second covers technique and clinical applications of MRE in the liver with respect to fibrosis, liver masses, and other diseases. Case descriptions are presented to give the reader a hands-on approach. The final section presents the techniques, sequence and preliminary results of applications in other areas of the body including muscle, brain, lung, heart, and breast.

Digital Image Processing for Medical Applications

Author : Geoff Dougherty
Publisher : Cambridge University Press
ISBN 13 : 0521860857
Total Pages : 463 pages
Book Rating : 4.5/5 (218 download)

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Book Synopsis Digital Image Processing for Medical Applications by : Geoff Dougherty

Download or read book Digital Image Processing for Medical Applications written by Geoff Dougherty and published by Cambridge University Press. This book was released on 2009 with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hands-on text for a first course aimed at end-users, focusing on concepts, practical issues and problem solving.

Practical Cardiology

Author : Majid Maleki
Publisher : Elsevier Health Sciences
ISBN 13 : 0323511767
Total Pages : 709 pages
Book Rating : 4.3/5 (235 download)

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Book Synopsis Practical Cardiology by : Majid Maleki

Download or read book Practical Cardiology written by Majid Maleki and published by Elsevier Health Sciences. This book was released on 2017-08-25 with total page 709 pages. Available in PDF, EPUB and Kindle. Book excerpt: From basic clinical facts to new advanced guidelines, Practical Cardiology, by Drs. Majid Maleki, Azin Alizadehasl, and Majid Haghjoo, is your new go-to resource for new developments in cardiology knowledge, imaging modalities, management techniques, and more. This step-by-step, practical reference is packed with tips and guidance ideal for residents, fellows, and clinicians in cardiology, as well as internal medicine, cardiac surgery, interventional cardiology, and pediatric cardiology. Features a wealth of information, including practical points from recently published guidelines, ECGs, hemodynamic traces of advanced imaging modalities in real patients, and much more. Offers a comprehensive review of cardiovascular medicine, from basic to advanced.

Medical Image Reconstruction

Author : Gengsheng Zeng
Publisher : Springer Science & Business Media
ISBN 13 : 3642053688
Total Pages : 204 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Medical Image Reconstruction by : Gengsheng Zeng

Download or read book Medical Image Reconstruction written by Gengsheng Zeng and published by Springer Science & Business Media. This book was released on 2010-12-28 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Medical Image Reconstruction: A Conceptual Tutorial" introduces the classical and modern image reconstruction technologies, such as two-dimensional (2D) parallel-beam and fan-beam imaging, three-dimensional (3D) parallel ray, parallel plane, and cone-beam imaging. This book presents both analytical and iterative methods of these technologies and their applications in X-ray CT (computed tomography), SPECT (single photon emission computed tomography), PET (positron emission tomography), and MRI (magnetic resonance imaging). Contemporary research results in exact region-of-interest (ROI) reconstruction with truncated projections, Katsevich's cone-beam filtered backprojection algorithm, and reconstruction with highly undersampled data with l0-minimization are also included. This book is written for engineers and researchers in the field of biomedical engineering specializing in medical imaging and image processing with image reconstruction. Gengsheng Lawrence Zeng is an expert in the development of medical image reconstruction algorithms and is a professor at the Department of Radiology, University of Utah, Salt Lake City, Utah, USA.

Magnetic Resonance Image Reconstruction

Author : Mehmet Akcakaya
Publisher : Academic Press
ISBN 13 : 012822746X
Total Pages : 518 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Magnetic Resonance Image Reconstruction by : Mehmet Akcakaya

Download or read book Magnetic Resonance Image Reconstruction written by Mehmet Akcakaya and published by Academic Press. This book was released on 2022-11-04 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Magnetic Resonance Image Reconstruction: Theory, Methods and Applications presents the fundamental concepts of MR image reconstruction, including its formulation as an inverse problem, as well as the most common models and optimization methods for reconstructing MR images. The book discusses approaches for specific applications such as non-Cartesian imaging, under sampled reconstruction, motion correction, dynamic imaging and quantitative MRI. This unique resource is suitable for physicists, engineers, technologists and clinicians with an interest in medical image reconstruction and MRI. - Explains the underlying principles of MRI reconstruction, along with the latest research - Gives example codes for some of the methods presented - Includes updates on the latest developments, including compressed sensing, tensor-based reconstruction and machine learning based reconstruction

Clinical Cardiac MRI

Author : Jan Bogaert
Publisher : Springer Science & Business Media
ISBN 13 : 3540269975
Total Pages : 553 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Clinical Cardiac MRI by : Jan Bogaert

Download or read book Clinical Cardiac MRI written by Jan Bogaert and published by Springer Science & Business Media. This book was released on 2005-08-31 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: This extensively illustrated volume has been specifically geared towards optimal use of MRI systems. The text provides essential theoretical background information: Imaging acquisition and potential pitfalls are also examined in detail. Most importantly, structured guidelines are provided on the interpretation of clinical data in the wide range of cardiac pathology that can be encountered.

Medical Imaging Systems

Author : Andreas Maier
Publisher : Springer
ISBN 13 : 3319965204
Total Pages : 263 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Medical Imaging Systems by : Andreas Maier

Download or read book Medical Imaging Systems written by Andreas Maier and published by Springer. This book was released on 2018-08-02 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book gives a complete and comprehensive introduction to the fields of medical imaging systems, as designed for a broad range of applications. The authors of the book first explain the foundations of system theory and image processing, before highlighting several modalities in a dedicated chapter. The initial focus is on modalities that are closely related to traditional camera systems such as endoscopy and microscopy. This is followed by more complex image formation processes: magnetic resonance imaging, X-ray projection imaging, computed tomography, X-ray phase-contrast imaging, nuclear imaging, ultrasound, and optical coherence tomography.