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Artificial Intelligence in Radiation Oncology and Biomedical Physics
This pioneering book explores how machine learning and other AI techniques impact millions of cancer patients who benefit from ionizing radiation. It features contributions from global researchers and clinicians, focusing on the clinical applications of machine learning for medical physics. AI and machine learning have attracted much recent attention and are being increasingly adopted in medicine, with many clinical components and commercial software including aspects of machine learning integration. General principles and important techniques in machine learning are introduced, followed by discussion of clinical applications, particularly in radiomics, outcome prediction, registration and s...
Dose, Benefit, and Risk in Medical Imaging
This timely overview of dose, benefit, and risk in medical imaging explains to readers how to apply this information for informed decision-making that improves patient outcomes. The chapters cover patient and physician perspectives, referral guidelines, appropriateness criteria, and quantifying medical imaging benefits. The authors have included essential discussion about radiologic physics in medical imaging, fundamentals of dose and image quality, risk assessment, and techniques for optimization and dose reduction. The book highlights practical implementation aspects with useful case studies and checklists for treatment planning. Clinicians, students, residents, and professionals in medical physics, biomedical engineering, radiology, oncology, and allied disciplines will find this book an essential resource with the following key features: Discusses risk, benefit, dose optimization, safety, regulation, radiological protection, and shared & informed decision-making. Covers regulatory oversight by government agencies, manufacturers, and societies. Highlights best practices for improving patient safety and outcomes. Gives guidelines on doses associated with specific procedures.
3D Printing in Radiation Oncology
3D Printing in Radiation Oncology: Personalization of Patient Treatment Through Digital Fabrication presents a comprehensive and practical view of the many forms in which 3D printing is being integrated into radiation oncology practice. Radiation oncology employs among the most sophisticated digital technologies in medicine. Until recently, however, the “last mile” of treatment has required manually produced or generic devices for patient set up, positioning, control of surface dose, and delivery of brachytherapy treatment. 3D printing is already offering enhancements in both precision and efficiency through the digital design and fabrication of patient photon and electron bolus, customi...
Introductory Biomedical Imaging
Imaging is everywhere. We use our eyes to see and cameras to take pictures. Scientists use microscopes and telescopes to peer into cells and out to space. Doctors use ultrasound, X-rays, radioisotopes, and MRI to look inside our bodies. If you are curious about imaging, open this textbook to learn the fundamentals. Imaging is a powerful tool in fundamental and applied scientific research and also plays a crucial role in medical diagnostics, treatment, and research. This undergraduate textbook introduces cutting-edge imaging techniques and the physics underlying them. Elementary concepts from electromagnetism, optics, and modern physics are used to explain prominent forms of light microscopy,...
Medical Image Synthesis
Image synthesis across and within medical imaging modalities is an active area of research with broad applications in radiology and radiation oncology. This book covers the principles and methods of medical image synthesis, along with state-of-the-art research. First, various traditional non-learning-based, traditional machine-learning-based, and recent deep-learning-based medical image synthesis methods are reviewed. Second, specific applications of different inter- and intra-modality image synthesis tasks and of synthetic image-aided segmentation and registration are introduced and summarized, listing and highlighting the proposed methods, study designs, and reported performances with the ...
3D Ultrasound
3D ultrasound techniques have been increasingly used in diagnosis, minimally invasive image-guided interventions, and intra-operative surgical use. Today, most ultrasound system manufacturers provide 3D imaging capability as part of the systems. This availability has stimulated researchers to develop various machine learning tools to automatically detect and diagnose diseases, such as cancer, monitor the progression and regression of diseases, such as carotid atherosclerosis, guide and track tools being introduced into the body, such as brachytherapy and biopsy needles. This edited book is divided into three sections covering 3D ultrasound devices, 3D ultrasound applications, and machine learning tools using 3D ultrasound imaging and written with physicians, engineers, and advanced graduate students in mind. Features: Provides descriptions of mechanical, tracking, and array approaches for generating 3D ultrasound images Details the applications of 3D ultrasound for diagnostic application and in image-guided intervention and surgery Explores the cutting-edge use of machine learning in detection, diagnosis, monitoring, and guidance for a variety of clinical applications
Surgical and Medical Management of Diseases of the Thyroid and Parathyroid
Surgical and Medical Management of Diseases of the Thyroid and Parathyroid features authoritative, in depth, and controversial issues of diseases of the thyroid and parathyroid in a clear and balanced manner. It covers the entire spectrum of diseases as well as the array of problems faced by medical personnel dealing with them. Many practitioners have to refer to multiple books for answers to their questions because the discipline is changing so rapidly. The basic sciences of diseases of the thyroid and parathyroid are complex, but this text makes them easy to understand. Issues like when to use a PET scan and molecular biology are given clarity. This unique resource delivers a clear, concis...
Quarterly Journal of Studies on Alcohol
Includes sections "Activities of the Research Council on Problems of Alcohol" and "Current literature."
