Artificial Intelligence In Cardiothoracic Imaging
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Artificial Intelligence In Cardiothoracic Imaging
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Author : Carlo N. De Cecco
language : en
Publisher: Humana
Release Date : 2022-04-13
Artificial Intelligence In Cardiothoracic Imaging written by Carlo N. De Cecco and has been published by Humana this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-13 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.
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.
Current And Future Role Of Artificial Intelligence In Cardiac Imaging Volume Ii
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Author : Steffen Erhard Petersen
language : en
Publisher: Frontiers Media SA
Release Date : 2023-10-30
Current And Future Role Of Artificial Intelligence In Cardiac Imaging Volume Ii 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 2023-10-30 with Medical categories.
Our first Research Topic entitled “Current and Future Role of Artificial Intelligence in Cardiac Imaging” provided comprehensive reviews of the recent advances and potential impact of AI for a range of cardiac imaging applications and remains available as an e-book to download at no cost. Since this first set of publications, the field has moved at pace and it is timely to now invite further up-to-date and topical reviews but importantly original research articles via our Research Topic “Current and Future Role of Artificial Intelligence in Cardiac Imaging 2.0”.
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.
Artificial Intelligence In Medical Imaging
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Author : Erik R. Ranschaert
language : en
Publisher: Springer
Release Date : 2019-01-29
Artificial Intelligence In Medical Imaging written by Erik R. Ranschaert and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-29 with Medical categories.
This book provides a thorough overview of the ongoing evolution in the application of artificial intelligence (AI) within healthcare and radiology, enabling readers to gain a deeper insight into the technological background of AI and the impacts of new and emerging technologies on medical imaging. After an introduction on game changers in radiology, such as deep learning technology, the technological evolution of AI in computing science and medical image computing is described, with explanation of basic principles and the types and subtypes of AI. Subsequent sections address the use of imaging biomarkers, the development and validation of AI applications, and various aspects and issues relating to the growing role of big data in radiology. Diverse real-life clinical applications of AI are then outlined for different body parts, demonstrating their ability to add value to daily radiology practices. The concluding section focuses on the impact of AI on radiology and the implicationsfor radiologists, for example with respect to training. Written by radiologists and IT professionals, the book will be of high value for radiologists, medical/clinical physicists, IT specialists, and imaging informatics professionals.
Ct Of The Heart
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Author : U. Joseph Schoepf
language : en
Publisher: Humana Press
Release Date : 2019-04-01
Ct Of The Heart written by U. Joseph Schoepf and has been published by Humana Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-01 with Medical categories.
This book is a comprehensive and richly-illustrated guide to cardiac CT, its current state, applications, and future directions. While the first edition of this text focused on what was then a novel instrument looking for application, this edition comes at a time where a wealth of guideline-driven, robust, and beneficial clinical applications have evolved that are enabled by an enormous and ever growing field of technology. Accordingly, the focus of the text has shifted from a technology-centric to a more patient-centric appraisal. While the specifications and capabilities of the CT system itself remain front and center as the basis for diagnostic success, much of the benefit derived from cardiac CT today comes from avant-garde technologies enabling enhanced visualization, quantitative imaging, and functional assessment, along with exciting deep learning, and artificial intelligence applications. Cardiac CT is no longer a mere tool for non-invasive coronary artery stenosis detectionin the chest pain diagnostic algorithms; cardiac CT has proven its value for uses as diverse as personalized cardiovascular risk stratification, prediction, and management, diagnosing lesion-specific ischemia, guiding minimally invasive structural heart disease therapy, and planning cardiovascular surgery, among many others. This second edition is an authoritative guide and reference for both novices and experts in the medical imaging sciences who have an interest in cardiac CT.
Advances And Innovations In Cardiovascular Imaging An Issue Of Radiologic Clinics Of North America
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Author : Sandeep Hedgire
language : en
Publisher: Elsevier Health Sciences
Release Date : 2024-03-29
Advances And Innovations In Cardiovascular Imaging An Issue Of Radiologic Clinics Of North America written by Sandeep Hedgire and has been published by Elsevier Health Sciences this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-29 with Medical categories.
In this issue of Radiologic Clinics, guest editors Drs. Sandeep Hedgire and Prashant Nagpal bring their considerable expertise to the topic of Advances and Innovations in Cardiovascular Imaging. Top experts in the field provide a complete review of cardiovascular CT imaging, covering principles and practice, the heart, the aorta, upper and lower extremities, and visceral vessels, as well as the role of artificial intelligence in cardiac imaging. - Contains 15 relevant, practice-oriented topics including CT imaging of cardiac valves; pre- and post-transcatheter valve planning CT (TAVR, TMVR, TTVR, TPVR); the role of AI in cardiac imaging; CTA after transcatheter and surgical aortic interventions; coronary artery disease: the role of CT and recent advances; and more. - Provides in-depth clinical reviews on advances and innovations in cardiovascular imaging, offering actionable insights for clinical practice. - Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.
Artificial Intelligence For Cardiovascular Disease
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Author : Rishabha Malviya
language : en
Publisher: CRC Press
Release Date : 2025-04-04
Artificial Intelligence For Cardiovascular Disease written by Rishabha Malviya and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-04 with Computers categories.
“A ground-breaking compilation that focuses on the integration of artificial intelligence and machine learning applications in cardiovascular healthcare... Offers helpful insights into the enormous potential of AI to change the landscape of cardiovascular care, from basic AI concepts to the most recent developments in AI-assisted wearables and diagnostic imaging.” —From the Foreword by Dr. Dhruv Galgotia, CEO–Galgotias University, India Today, the need for effective and cutting-edge methods of diagnosis, treatment, and prevention of cardiovascular diseases is greater than ever before. Integrating deep learning and artificial intelligence into digital healthcare and medical environments has the potential to revolutionize cardiovascular health. The new book addresses this need by discussing emerging uses of artificial intelligence and machine learning in the prediction, diagnosis, treatment, and management of cardiovascular diseases. It looks at AI in wearable technology, nuclear cardiac imaging, coronary CT angiography, and non-contrast cardiac CT methods. It also explores the application of machine learning techniques in predicting and diagnosing cardiovascular diseases, revealing the potential for data-driven predictions and decisions that can improve patient outcomes. It explores the potential of AI in a variety of cardiology applications, including the classification of ECG signals, wearables with AI support, speech technologies in clinical settings, and more.
Artificial Intelligence In Medical Imaging In China
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Author : Shiyuan Liu
language : en
Publisher: Springer Nature
Release Date : 2024-08-02
Artificial Intelligence In Medical Imaging In China written by Shiyuan Liu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-02 with Medical categories.
This book overviews the latest development of Artificial Intelligence in medical imaging in China. Consisted of thirteen chapters, this book discusses development, status, achievements, prospects, visions, bottlenecks, and future challenges affecting development of artificial intelligence in medical imaging from different aspects of government supervision, industrialization, education, academic research and application implementation. It will facilitate better communication between China and foreign countries in all directions of medical imaging AI for all stakeholders.
Case Based Atlas Of Cardiac Imaging
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Author : Sanjiv Sharma
language : en
Publisher: Springer Nature
Release Date : 2024-01-02
Case Based Atlas Of Cardiac Imaging written by Sanjiv Sharma and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-02 with Medical categories.
This case-based atlas encompasses all aspects of imaging in congenital cardiac defects, cardiac masses, inflammatory and acquired heart diseases, cardiomyopathies and coronary-related pathologies. The chapters begin with a description of the imaging approach, followed by cases comprehensively covering the gamut of clinical scenarios that may be encountered in clinical practice. The atlas provides pertinent information about each discussed disease state, its imaging diagnosis and recent advances, including role of radiology in management, follow up and prognostication. Cases that may pose as imaging differentials accompany the index case, followed by a variety of companion cases illustrating the possible spectrum of abnormalities that the reader may be confronted with while dealing with the index case. It acts as a guide for the cardiovascular radiologist, physician, paediatrician, internist, cardiologist, cardiothoracic surgeon as well as radiology residents for inculcating an evidence-based approach for choosing the right imaging algorithm in the given clinical situation. The highly visual design of the atlas enables it to act as a quick and ready reference.