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Medical Imaging Systems

Medical Imaging Systems
Author: Andreas Maier
Publisher: Springer
Total Pages: 263
Release: 2018-08-02
Genre: Computers
ISBN: 3319965204

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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.


Machine Learning and Medical Imaging

Machine Learning and Medical Imaging
Author: Guorong Wu
Publisher: Academic Press
Total Pages: 512
Release: 2016-08-11
Genre: Technology & Engineering
ISBN: 0128041145

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Machine Learning and Medical Imaging presents state-of- the-art machine learning methods in medical image analysis. It first summarizes cutting-edge machine learning algorithms in medical imaging, including not only classical probabilistic modeling and learning methods, but also recent breakthroughs in deep learning, sparse representation/coding, and big data hashing. In the second part leading research groups around the world present a wide spectrum of machine learning methods with application to different medical imaging modalities, clinical domains, and organs. The biomedical imaging modalities include ultrasound, magnetic resonance imaging (MRI), computed tomography (CT), histology, and microscopy images. The targeted organs span the lung, liver, brain, and prostate, while there is also a treatment of examining genetic associations. Machine Learning and Medical Imaging is an ideal reference for medical imaging researchers, industry scientists and engineers, advanced undergraduate and graduate students, and clinicians. Demonstrates the application of cutting-edge machine learning techniques to medical imaging problems Covers an array of medical imaging applications including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics Features self-contained chapters with a thorough literature review Assesses the development of future machine learning techniques and the further application of existing techniques


The Essential Physics of Medical Imaging

The Essential Physics of Medical Imaging
Author: Jerold T. Bushberg
Publisher: Lippincott Williams & Wilkins
Total Pages: 1688
Release: 2020-11-24
Genre: Medical
ISBN: 1975103246

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Widely regarded as the cornerstone text in the field, the successful series of editions continues to follow the tradition of a clear and comprehensive presentation of the physical principles and operational aspects of medical imaging. The Essential Physics of Medical Imaging, 4th Edition, is a coherent and thorough compendium of the fundamental principles of the physics, radiation protection, and radiation biology that underlie the practice and profession of medical imaging. Distinguished scientists and educators from the University of California, Davis, provide up-to-date, readable information on the production, characteristics, and interactions of non-ionizing and ionizing radiation, magnetic fields and ultrasound used in medical imaging and the imaging modalities in which they are used, including radiography, mammography, fluoroscopy, computed tomography, magnetic resonance, ultrasound, and nuclear medicine. This vibrant, full-color text is enhanced by more than 1,000 images, charts, and graphs, including hundreds of new illustrations. This text is a must-have resource for medical imaging professionals, radiology residents who are preparing for Core Exams, and teachers and students in medical physics and biomedical engineering.


Fundamentals of Medical Imaging

Fundamentals of Medical Imaging
Author: Paul Suetens
Publisher: Cambridge University Press
Total Pages: 265
Release: 2009-08-06
Genre: Medical
ISBN: 1139479881

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Fundamentals of Medical Imaging, second edition, is an invaluable technical introduction to each imaging modality, explaining the mathematical and physical principles and giving a clear understanding of how images are obtained and interpreted. Individual chapters cover each imaging modality – radiography, CT, MRI, nuclear medicine and ultrasound – reviewing the physics of the signal and its interaction with tissue, the image formation or reconstruction process, a discussion of image quality and equipment, clinical applications and biological effects and safety issues. Subsequent chapters review image analysis and visualization for diagnosis, treatment and surgery. New to this edition: • Appendix of questions and answers • New chapter on 3D image visualization • Advanced mathematical formulae in separate text boxes • Ancillary website containing 3D animations: www.cambridge.org/suetens • Full colour illustrations throughout Engineers, clinicians, mathematicians and physicists will find this an invaluable aid in understanding the physical principles of imaging and their clinical applications.


Medical Imaging Physics

Medical Imaging Physics
Author: William R. Hendee
Publisher: Wiley-Liss
Total Pages: 548
Release: 2002
Genre: Medical
ISBN:

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This comprehensive publication covers all aspects of image formation in modern medical imaging modalities, from radiography, fluoroscopy, and computed tomography, to magnetic resonance imaging and ultrasound. It addresses the techniques and instrumentation used in the rapidly changing field of medical imaging. Now in its fourth edition, this text provides the reader with the tools necessary to be comfortable with the physical principles, equipment, and procedures used in diagnostic imaging, as well as appreciate the capabilities and limitations of the technologies.


Introduction to Medical Imaging Management

Introduction to Medical Imaging Management
Author: Bernard Rubenzer
Publisher: CRC Press
Total Pages: 191
Release: 2013-01-14
Genre: Medical
ISBN: 1439891842

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In the past, for the most part, people who moved into management positions in medical imaging were chosen because they were the best technologists. However, the skill set for technologists and supervisors/managers are vastly different. Even an MBA-educated person may not be ready to take on imaging management. As an example, when buying a very expe


Medical Imaging for the Health Care Provider

Medical Imaging for the Health Care Provider
Author: Theresa M. Campo, DNP, FNP-C, ENP-BC, FAANP
Publisher: Springer Publishing Company
Total Pages: 219
Release: 2023-09-15
Genre: Medical
ISBN: 0826160476

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AJN award winner! This is a concise, easy-to-use reference, enabling health care providers to identify and understand how and when to use the full scope of medical imaging testing modalities-- radiographs, CTs, nuclear imaging, and ultrasound scans and images. The new second edition features a more in-depth discussion of each modality with a focus on the foundational concepts of radiography interpretation of the chest, abdomen, extremities, and spine. It expands coverage of imaging and increases the number of images provided for a total of 400. In addition, the Springer Connect website includes dozens of videos to greatly enhance the learning process. With clear descriptions of each modality—supported by figures, tables, and actual patient films—the text guides readers through the clinical decision-making process. It describes how to choose the best diagnostic test to assess a presenting condition, and examines interpretations of plain radiographs of the chest, abdomen, extremities, and spine. The book fosters an in-depth understanding of the differences between modalities, their attributes, and an appreciation for their parameters with age-appropriate considerations. To assist health care practitioners with the challenges of interpreting plain radiographs, the book simplifies this process with an incremental approach to correct interpretation of what appears on the radiograph and understanding the rationale behind the interpretation. New to the Second Edition: In-depth discussions of different medical imaging testing modality, with a focus on foundational concepts of radiology interpretation of the chest, abdomen, extremities, and spine Exploration of similarities and differences between modalities Over 400 images Accompanying videos Key Features: Addresses the basics of radiology, CT scans, nuclear imaging, MRIs, and ultrasound and their characteristics and differences Provides a step-by-step approach to interpretation of radiographs Guides in the selection of the correct diagnostic test Supports information with figures, tables, images, and films Useful to a wide range of nurse practitioners, physician assistants, and other providers in multiple settings The reader may also access the images and drawings found in this text at springerpub.com/campo-medical-imaging.


Practical Imaging Informatics

Practical Imaging Informatics
Author: Barton F. Branstetter IV
Publisher: Springer Nature
Total Pages: 664
Release: 2021-11-02
Genre: Medical
ISBN: 1071617567

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This new edition is a comprehensive source of imaging informatics fundamentals and how those fundamentals are applied in everyday practice. Imaging Informatics Professionals (IIPs) play a critical role in healthcare, and the scope of the profession has grown far beyond the boundaries of the PACS. A successful IIP must understand the PACS itself and all the software systems networked together in the medical environment. Additionally, an IIP must know the workflows of all the imaging team members, have a base in several medical specialties and be fully capable in the realm of information technology. Practical Imaging Informatics has been reorganized to follow a logical progression from basic background information on IT and clinical image management, through daily operations and troubleshooting, to long-term planning. The book has been fully updated to include the latest technologies and procedures, including artificial intelligence and machine learning. Written by a team of renowned international authors from the Society for Imaging Informatics in Medicine and the European Society of Medical Imaging Informatics, this book is an indispensable reference for the practicing IIP. In addition, it is an ideal guide for those studying for a certification exam, biomedical informaticians, trainees with an interest in informatics, and any professional who needs quick access to the nuts and bolts of imaging informatics.


Artificial Intelligence in Medical Imaging

Artificial Intelligence in Medical Imaging
Author: Erik R. Ranschaert
Publisher: Springer
Total Pages: 373
Release: 2019-01-29
Genre: Medical
ISBN: 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.


Medical Imaging

Medical Imaging
Author: Anthony B. Wolbarst
Publisher: John Wiley & Sons
Total Pages: 453
Release: 2013-04-02
Genre: Medical
ISBN: 1118480244

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"An excellent primer on medical imaging for all members of the medical profession . . . including non-radiological specialists. It is technically solid and filled with diagrams and clinical images illustrating important points, but it is also easily readable . . . So many outstanding chapters . . . The book uses little mathematics beyond simple algebra [and] presents complex ideas in very understandable terms." —Melvin E. Clouse, MD, Vice Chairman Emeritus, Department of Radiology, Beth Israel Deaconess Medical Center and Deaconess Professor of Radiology, Harvard Medical School A well-known medical physicist and author, an interventional radiologist, and an emergency room physician with no special training in radiology have collaborated to write, in the language familiar to physicians, an introduction to the technology and clinical applications of medical imaging. It is intentionally brief and not overly detailed, intended to help clinicians with very little free time rapidly gain enough command of the critically important imaging tools of their trade to be able to discuss them confidently with medical and technical colleagues; to explain the general ideas accurately to students, nurses, and technologists; and to describe them effectively to concerned patients and loved ones. Chapter coverage includes: Introduction: Dr. Doe's Headaches Sketches of the Standard Imaging Modalities Image Quality and Dose Creating Subject Contrast in the Primary X-Ray Image Twentieth-Century (Analog) Radiography and Fluoroscopy Radiation Dose and Radiogenic Cancer Risk Twenty-First-Century (Digital) Imaging Digital Planar Imaging Computed Tomography Nuclear Medicine (Including SPECT and PET) Diagnostic Ultrasound (Including Doppler) MRI in One Dimension and with No Relaxation Mapping T1 and T2 Proton Spin Relaxation in 3D Evolving and Experimental Modalities