Automated Quantitative Analysis Of Cardiac Medical Images
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Automated Quantitative Analysis Of Cardiac Medical Images
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Author : Xiaowei Ding
language : en
Publisher:
Release Date : 2015
Automated Quantitative Analysis Of Cardiac Medical Images written by Xiaowei Ding and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.
Studies in clinical medicine often demand the quantitative analysis of medical images. These tasks need careful and time-consuming tracing and labeling on fine image structures, cost expensive medical expert labor and often suffer from low reproducibility. We present a collection of methods that quantify important parameters from cardiac computed tomography (CT) and magnetic resonance imaging (MRI) in a fully-automated mode. We first present atlas-based segmentation, active contours models and graph-based segmentation which are components in our novel framework. We then present our algorithms for automated quantification of epicardial fat volume (EFV) from non-contrast cardiac CT, automated pericardial fat volume (PFV) quantification from water\/fat-resolved whole-heart non-contrast coronary magnetic resonance angiography (MRA) and automated coronary calcium scoring (CCS) from non-contrast cardiac CT images. Algorithm quantification results are validated on test scans with ground truth annotated by expert radiologists. Our approaches may potentially be applied in a clinical setting, allowing for accurate quantification of EFV, PFV and CCS without tedious manual tracing.
Medical Imaging Of The Heart
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Author : Kun Wang
language : en
Publisher:
Release Date : 2011
Medical Imaging Of The Heart written by Kun Wang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with categories.
Cardiovascular Imaging And Image Analysis
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Author : Ayman El-Baz
language : en
Publisher: CRC Press
Release Date : 2018-10-03
Cardiovascular Imaging And Image Analysis written by Ayman El-Baz and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-03 with Medical categories.
This book covers the state-of-the-art approaches for automated non-invasive systems for early cardiovascular disease diagnosis. It includes several prominent imaging modalities such as MRI, CT, and PET technologies. There is a special emphasis placed on automated imaging analysis techniques, which are important to biomedical imaging analysis of the cardiovascular system. Novel 4D based approach is a unique characteristic of this product. This is a comprehensive multi-contributed reference work that will detail the latest developments in spatial, temporal, and functional cardiac imaging. The main aim of this book is to help advance scientific research within the broad field of early detection of cardiovascular disease. This book focuses on major trends and challenges in this area, and it presents work aimed to identify new techniques and their use in biomedical image analysis. Key Features: Includes state-of-the art 4D cardiac image analysis Explores the aspect of automated segmentation of cardiac CT and MR images utilizing both 3D and 4D techniques Provides a novel procedure for improving full-cardiac strain estimation in 3D image appearance characteristics Includes extensive references at the end of each chapter to enhance further study
Digital Techniques In Echocardiography
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Author : J.R. Roelandt
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Digital Techniques In Echocardiography written by J.R. Roelandt and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Medical categories.
Cardiac ultrasound has rapidly developed into one of the most important clinical methods for diagnosis and follow-up of patients with heart disease and has changed the practice of cardiology permanently. In addition to improving image quality, most of the progress relies on digital image acquisition, storage, and quantitative analysis equipment. Automatic endocardial detection and three dimensional reconstruction are now being developed. The progress with contrast echocardiography for myocardial perfusion imaging and results with tissue characterization is slow, but ever increasing, illustrating that the full potential of the method has not yet been explored. All of these digital techniques are extensively dealt with in this volume. Computerized tools will help the clinical cardiologists in their daily practice and stimulate further development to gen uinely improve patient care in the coming years. We wish to thank the authors to this volume for their excellent contribution and Mrs. T. van der Kolk for secretarial assistance. IX Contributors F.J. ten Cate Thorax Center, Erasmus University, P.O. Box 1738, 3000 DR Rotterdam, The Netherlands R. Erbel II Medical Clinic, Johannes Gutenberg University, Langenbeckstr. 1, P.O. Box 3960, D-6500 Mainz, FRG Co-authors: R. Zotz, B. Henkel, G. Schreiner, C. Steuernagel, R. Zahn, H. Kopp, W. Clas, R. Brennecke, P. Schweizer, J. Meyer S.B. Feinstein Division of Cardiology, Box 44, University of Chicago, 950 East 59th Street, Chicago, IL 60637, USA D.G. Gibson Department of Cardiology, Brompton Hospital, Fulham Road, London SW3 6HP, UK Co-author: R.B. Logan Sinclair E.
Current And Future Role Of Artificial Intelligence In Cardiac Imaging
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Author : Steffen Erhard Petersen
language : en
Publisher: Frontiers Media SA
Release Date : 2020-10-09
Current And Future Role Of Artificial Intelligence In Cardiac Imaging written by Steffen Erhard Petersen and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-09 with Medical categories.
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.
Intravascular Ultrasound
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Author : Simone Balocco
language : en
Publisher: Elsevier
Release Date : 2020-06-06
Intravascular Ultrasound written by Simone Balocco and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-06 with Computers categories.
Intravascular Ultrasound: From Acquisition to Advanced Quantitative Analysis covers topics of the whole imaging pipeline, ranging from the definition of the clinical problem and image acquisition systems to image processing and analysis, including the assisted clinical-decision making procedures and treatment planning (stent deployment and follow up). Atherosclerosis, a disease of the vessel wall that produces vessel narrowing and obstruction, is the major cause of cardiovascular diseases, such as heart attack or stroke. This book covers all aspects of this imaging tool that allows for the visualization of internal vessel structures and the quantification and characterization of coronary plaque. Provides an introduction to the clinical workflow and current challenges in endovascular interventions Presents a review of the state-of-the-art methodologies in IVUS imaging and their applications Includes a rich analysis of the current and potential future connections between the academic, clinical and industrial fields
Artificial Intelligence In Cardiothoracic Imaging
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Author : Carlo N. De Cecco
language : en
Publisher: Springer Nature
Release Date : 2022-04-22
Artificial Intelligence In Cardiothoracic Imaging written by Carlo N. De Cecco and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-22 with Medical categories.
This book provides an overview of current and potential applications of artificial intelligence (AI) for cardiothoracic imaging. Most AI systems used in medical imaging are data-driven and based on supervised machine learning. Clinicians and AI specialists can contribute to the development of an AI system in different ways, focusing on their respective strengths. Unfortunately, communication between these two sides is far from fluent and, from time to time, they speak completely different languages. Mutual understanding and collaboration are imperative because the medical system is based on physicians’ ability to take well-informed decisions and convey their reasoning to colleagues and patients. This book offers unique insights and informative chapters on the use of AI for cardiothoracic imaging from both the technical and clinical perspective. It is also a single comprehensive source that provides a complete overview of the entire process of the development and use of AI in clinical practice for cardiothoracic imaging. The book contains chapters focused on cardiac and thoracic applications as well more general topics on the potentials and pitfalls of AI in medical imaging. Separate chapters will discuss the valorization, regulations surrounding AI, cost-effectiveness, and future perspective for different countries and continents. This book is an ideal guide for clinicians (radiologists, cardiologists etc.) interested in working with AI, whether in a research setting developing new AI applications or in a clinical setting using AI algorithms in clinical practice. The book also provides clinical insights and overviews for AI specialists who want to develop clinically relevant AI applications.
Medical Imaging Of The Heart
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Author : Kun Wang
language : en
Publisher:
Release Date : 2011
Medical Imaging Of The Heart written by Kun Wang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with categories.
Medical Imaging Systems Techniques And Applications
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Author : Cornelius T Leondes
language : en
Publisher: Routledge
Release Date : 2014-03-05
Medical Imaging Systems Techniques And Applications written by Cornelius T Leondes and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-03-05 with Medical categories.
First Published in 2004. This is Volume I of six of a series on medical imaging systems techniques and applications. This subject area exemplifies a meaningful manifestation of the power of the technologies of the second industrial revolution. The first chapter in this volume on cardiovascular systems emphasizes the importance of accurate measurements of cardiac shape and dynamics as they reflect the scope of cardiac diseases, the major cause of mortality in developed countries today. Cardiac imaging plays an important role in this regard, and almost the only one in this clinical context.
Medical Imaging Systems Techniques And Applications Cardiovascular Systems
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Author : Cornelius T. Leondes
language : en
Publisher: Taylor & Francis
Release Date : 1997
Medical Imaging Systems Techniques And Applications Cardiovascular Systems written by Cornelius T. Leondes and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Cardiovascular system categories.
First Published in 2004. Routledge is an imprint of Taylor & Francis, an informa company.