Artificial Intelligence in Medical Imaging

Artificial Intelligence in Medical Imaging

Author: Erik R. Ranschaert

Publisher: Springer

Published: 2019-01-29

Total Pages: 369

ISBN-13: 3319948784

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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 implications for 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.


Magnetic Resonance Imaging

Magnetic Resonance Imaging

Author: Robert W. Brown

Publisher: John Wiley & Sons

Published: 2014-06-23

Total Pages: 976

ISBN-13: 0471720852

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New edition explores contemporary MRI principles and practices Thoroughly revised, updated and expanded, the second edition of Magnetic Resonance Imaging: Physical Principles and Sequence Design remains the preeminent text in its field. Using consistent nomenclature and mathematical notations throughout all the chapters, this new edition carefully explains the physical principles of magnetic resonance imaging design and implementation. In addition, detailed figures and MR images enable readers to better grasp core concepts, methods, and applications. Magnetic Resonance Imaging, Second Edition begins with an introduction to fundamental principles, with coverage of magnetization, relaxation, quantum mechanics, signal detection and acquisition, Fourier imaging, image reconstruction, contrast, signal, and noise. The second part of the text explores MRI methods and applications, including fast imaging, water-fat separation, steady state gradient echo imaging, echo planar imaging, diffusion-weighted imaging, and induced magnetism. Lastly, the text discusses important hardware issues and parallel imaging. Readers familiar with the first edition will find much new material, including: New chapter dedicated to parallel imaging New sections examining off-resonance excitation principles, contrast optimization in fast steady-state incoherent imaging, and efficient lower-dimension analogues for discrete Fourier transforms in echo planar imaging applications Enhanced sections pertaining to Fourier transforms, filter effects on image resolution, and Bloch equation solutions when both rf pulse and slice select gradient fields are present Valuable improvements throughout with respect to equations, formulas, and text New and updated problems to test further the readers' grasp of core concepts Three appendices at the end of the text offer review material for basic electromagnetism and statistics as well as a list of acquisition parameters for the images in the book. Acclaimed by both students and instructors, the second edition of Magnetic Resonance Imaging offers the most comprehensive and approachable introduction to the physics and the applications of magnetic resonance imaging.


Diagnostic Radiology Physics

Diagnostic Radiology Physics

Author: International Atomic Energy Agency

Publisher:

Published: 2014

Total Pages: 0

ISBN-13: 9789201310101

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This publication is aimed at students and teachers involved in programmes that train medical physicists for work in diagnostic radiology. It provides a comprehensive overview of the basic medical physics knowledge required in the form of a syllabus for the practice of modern diagnostic radiology. This makes it particularly useful for graduate students and residents in medical physics programmes. The material presented in the publication has been endorsed by the major international organizations and is the foundation for academic and clinical courses in both diagnostic radiology physics and in emerging areas such as imaging in radiotherapy.


Reducing Environmental Cancer Risk

Reducing Environmental Cancer Risk

Author: Suzanne H. Reuben

Publisher: DIANE Publishing

Published: 2010-10

Total Pages: 240

ISBN-13: 1437934218

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Though overall cancer incidence and mortality have continued to decline in recent years, cancer continues to devastate the lives of far too many Americans. In 2009 alone, 1.5 million American men, women, and children were diagnosed with cancer, and 562,000 died from the disease. There is a growing body of evidence linking environmental exposures to cancer. The Pres. Cancer Panel dedicated its 2008¿2009 activities to examining the impact of environmental factors on cancer risk. The Panel considered industrial, occupational, and agricultural exposures as well as exposures related to medical practice, military activities, modern lifestyles, and natural sources. This report presents the Panel¿s recommend. to mitigate or eliminate these barriers. Illus.


Dosimetry in Diagnostic Radiology

Dosimetry in Diagnostic Radiology

Author: František Pernička

Publisher:

Published: 2007

Total Pages: 0

ISBN-13: 9789201154064

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This publication is intended to support those working in the field of diagnostic radiology dosimetry, both in standards laboratories involved in the calibration of dosimeters and those in clinical centres and hospitals where patient dosimetry and quality assurance measurements are of vital concern. This code of practice covers diverse dosimetric situations corresponding to the range of examinations found clinically, and includes guidance on dosimetry for general radiography, fluoroscopy, mammography, computed tomography and dental radiography. The material is presented in a practical way with guidance worksheets and examples of calculations. A set of appendices is also included with background and detailed discussion of important aspects of diagnostic radiology dosimetry.


Patent Foramen Ovale

Patent Foramen Ovale

Author: Zahid Amin

Publisher: Springer

Published: 2014-12-03

Total Pages: 235

ISBN-13: 1447149874

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This book is the ultimate reference on patent foramen ovale (PFO), a defect in the septum of the heart estimated to be present in more than twenty percent of the adult population and a proven cause of systemic embolism. All chapters have been written by internationally recognized experts in the field and cover PFO genetics and anatomy in addition to the effect PFO can have on various different organs and its supposed involvement in several conditions and clinical syndromes such as migraine, diving incidence, platynea orthodeoxia, economy class syndrome, sleep apnea and persistent desaturations in mild right ventricular dysfunction. As PFO anatomy varies significantly between individuals, chapters have also been included on the diagnostic tools, methods and techniques for appropriate assessment, detection and characterization of PFO. Furthermore, the multitude of available closure devices and techniques for PFO closure are discussed together with current and ongoing trial data. The book concludes with guidance and instruction on establishing a successful PFO program. Patent Foramen Ovale will be an essential text for the whole adult and pediatric interventional community, general cardiologists, internists, primary care physicians, neurologists and device companies in addition to medical students, graduate students and fellows in training.


Justification of Medical Exposure in Diagnostic Imaging

Justification of Medical Exposure in Diagnostic Imaging

Author: International Atomic Energy Agency

Publisher:

Published: 2011

Total Pages: 0

ISBN-13: 9789201211101

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This is the proceedings of an international workshop on justification of medical exposure in diagnostic imaging, jointly organized by the International Atomic Energy Agency and the European Commission. The workshop brought together experts from many countries and organizations to discuss how to ensure more effective application of justification in diagnostic imaging. Major areas that need action were identified, such as the coordination of methods and evidence used for basis of clinical imaging recommendations, engagement of all relevant organizations in deployment of these recommendations, and involvement of manufacturers and referring healthcare providers. Furthermore, the important role of education and training was re-emphasized. In the conclusion the workshop participants highlighted that regulatory authorities have a key role in ensuring effective justification, and that an effective partnership with the medical community must be maintained to do this.


Worldwide Implementation of Digital Imaging in Radiology

Worldwide Implementation of Digital Imaging in Radiology

Author: International Atomic Energy Agency

Publisher: IAEA Human Health

Published: 2015

Total Pages: 0

ISBN-13: 9789201021144

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This publication provides a basic introduction to digital technology and digital networks as well as an overview of the issues to consider when implementing such technology in diagnostic radiology. In an area that is under rapid development, it provides a careful analysis of the principles and advice on implementation and sustainability of digital imaging and teleradiology. The transition from film to digitally based medical imaging is complex and requires knowledge and planning to be successful. This comprehensive resource guide contains information on the needs and implications of a transition to digital imaging with case studies for different facilities requiring different levels on communication connectivity. It is aimed at hospital administrators and managers, radiologists and radiographers/technologist, medical physicists and clinical engineers as well as information technology staff.