Artificial Intelligence in Medical Imaging: From Theory to Clinical Practice

<p>This third edition of <b>The Physics of Medical Imaging</b> provides completely new and comprehensive descriptions of the physical principles and concepts which underpin all the medical imaging technologies found in modern hospitals, including x-ray imaging, magnetic resonance imaging, nuclear medicine imaging, and ultrasound. In addition, this edition describes a range of new imaging techniques whose clinical impact is beginning to emerge or broaden significantly. With the aid of numerous illustrations, descriptions cover the basic mathematical principles, the design and operation of the imaging technology, and a review of the clinical applications. The criteria which determine imaging system performance are described, with an examination of the advantages and limitations of each modality, and the image artefacts to which each is prone. Additional chapters cover the basic principles of image formation, digital image processing methods, and image registration.</p><p><b>Key Features: </b></p><ul> <li>This thoroughly updated and modernised edition includes descriptions of many new innovations such as ultrasound tomography, susceptibility contrast MRI, and multimodality imaging (e.g. SPECT-CT), and new chapters on emerging imaging modalities such as optical coherence tomography, phase contrast x-ray imaging, and photoacoustic imaging</li> <li>Contributors are leading scientists, engineers, and clinicians working on cutting edge research in medical imaging</li> <li>The conceptual and mathematical descriptions of the imaging methods are accompanied by over 250 new diagrams and images</li> <li>Contributors have extensive experience of teaching medical imaging physics, ensuring that the content is strongly informed by students' learning experiences, and by an appreciation of the intellectual challenges confronting students encountering new concepts in medical imaging</li> </ul><p>This book has been designed to be accessible to readers with a basic physics knowledge wishing to learn about medical imaging for the first time, or to deepen their understanding of diagnostic imaging techniques. This includes undergraduates in physics and engineering, research students, scientists, and healthcare professionals with interests in imaging</p>

<p>Fully updated throughout, this second edition of Physiology, Biophysics and Biomedical Engineering provides a multidisciplinary understanding of biological phenomena and the instrumentation for monitoring these phenomena. </p>

Available

CRC Press

Clinical Nuclear Medicine Physics with MATLAB(R): A Problem-Solving Approach

<p>The use of MATLAB(R) in clinical Medical Physics is continuously increasing, thanks to new technologies and developments in the field. However, there is a lack of practical guidance for students, researchers, and medical professionals on how to incorporate it into their work.</p><p>Focusing on the areas of diagnostic Nuclear Medicine and Radiation Oncology Imaging, this book provides a comprehensive treatment of the use of MATLAB in clinical Medical Physics, in Nuclear Medicine. It is an invaluable guide for medical physicists and researchers, in addition to postgraduates in medical physics or biomedical engineering, preparing for a career in the field.</p><p>In the field of Nuclear Medicine, MATLAB enables quantitative analysis and the visualization of nuclear medical images of several modalities, such as Single Photon Emission Computed Tomography (SPECT), Positron Emission Tomography (PET), or a hybrid system where a Computed Tomography system is incorporated into a SPECT or PET system or similarly, a Magnetic Resonance Imaging system (MRI) into a SPECT or PET system. Through a high-performance interactive software, MATLAB also allows matrix computation, simulation, quantitative analysis, image processing, and algorithm implementation.</p><p>MATLAB can provide medical physicists with the necessary tools for analyzing and visualizing medical images. It is useful in creating imaging algorithms for diagnostic and therapeutic purposes, solving problems of image reconstruction, processing, and calculating absorbed doses with accuracy. An important feature of this application of MATLAB is that the results are completely reliable and are not dependent on any specific γ-cameras and workstations. </p><p>The use of MATLAB algorithms can greatly assist in the exploration of the anatomy and functions of the human body, offering accurate and precise results in Nuclear Medicine studies.</p><p>KEY FEATURES</p><ul> <p> </p> <li>Presents a practical, case-based approach whilst remaining accessible to students</li> <p> </p> <li>Contains chapter contributions from subject area specialists across the field</li> <p> </p> <li>Includes real clinical problems and examples, with worked through solutions</li> </ul><p>Maria Lyra Georgosopoulou, PhD, is a Medical Physicist and Associate Professor at the National and Kapodistrian University of Athens, Greece.</p><p>Photo credit: <i>The Antikythera Mechanism is the world's oldest known analog computer. It consisted of many wheels and discs that could be placed onto the mechanism for calculations. It is possible that the first algorithms and analog calculations in mathematics were implemented with this mechanism, invented in the early first centuries BC. It has been selected for the cover to demonstrate the importance of calculations in science.</i></p>