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Author : Edward S. Sternick
Publisher :
ISBN 13 : 9780874511260
Total Pages : 559 pages
Book Rating : 4.5/5 (112 download)
Download or read book Computer Applications in Radiation Oncology written by Edward S. Sternick and published by . This book was released on 1976 with total page 559 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Wolfgang Schlegel
Publisher : Springer Science & Business Media
ISBN 13 : 3642597580
Total Pages : 630 pages
Book Rating : 4.6/5 (425 download)
Download or read book The Use of Computers in Radiation Therapy written by Wolfgang Schlegel and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computers have had and will continue to have a tremendous impact on professional activity in almost all areas. This applies to radiological medicine and in particular to radiation therapy. This book compiles the most recent developments and results of the application of computers and computer science as presented at the XIIIth International Conference on the Use of Computers in Radiation Therapy in Heidelberg, Germany. The text of both oral presentations and posters is included. The book is intended for computer sientists, medical physicists, engineers and physicians in the field of radiation therapy and provides a comprehensive survey of the entire field.
Author : Issam El Naqa
Publisher : Springer
ISBN 13 : 3319183052
Total Pages : 336 pages
Book Rating : 4.3/5 (191 download)
Download or read book Machine Learning in Radiation Oncology written by Issam El Naqa and published by Springer. This book was released on 2015-06-19 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and radiotherapy. An introductory section explains machine learning, reviews supervised and unsupervised learning methods, discusses performance evaluation, and summarizes potential applications in radiation oncology. Detailed individual sections are then devoted to the use of machine learning in quality assurance; computer-aided detection, including treatment planning and contouring; image-guided radiotherapy; respiratory motion management; and treatment response modeling and outcome prediction. The book will be invaluable for students and residents in medical physics and radiation oncology and will also appeal to more experienced practitioners and researchers and members of applied machine learning communities.
Author :
Publisher :
ISBN 13 :
Total Pages : 732 pages
Book Rating : 4.3/5 ( download)
Download or read book Computer Applications in Radiology written by and published by . This book was released on 1972 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Xun Jia
Publisher : CRC Press
ISBN 13 : 1482244799
Total Pages : 396 pages
Book Rating : 4.4/5 (822 download)
Download or read book Graphics Processing Unit-Based High Performance Computing in Radiation Therapy written by Xun Jia and published by CRC Press. This book was released on 2018-09-21 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use the GPU Successfully in Your Radiotherapy Practice With its high processing power, cost-effectiveness, and easy deployment, access, and maintenance, the graphics processing unit (GPU) has increasingly been used to tackle problems in the medical physics field, ranging from computed tomography reconstruction to Monte Carlo radiation transport simulation. Graphics Processing Unit-Based High Performance Computing in Radiation Therapy collects state-of-the-art research on GPU computing and its applications to medical physics problems in radiation therapy. Tackle Problems in Medical Imaging and Radiotherapy The book first offers an introduction to the GPU technology and its current applications in radiotherapy. Most of the remaining chapters discuss a specific application of a GPU in a key radiotherapy problem. These chapters summarize advances and present technical details and insightful discussions on the use of GPU in addressing the problems. The book also examines two real systems developed with GPU as a core component to accomplish important clinical tasks in modern radiotherapy. Translate Research Developments to Clinical Practice Written by a team of international experts in radiation oncology, biomedical imaging, computing, and physics, this book gets clinical and research physicists, graduate students, and other scientists up to date on the latest in GPU computing for radiotherapy. It encourages you to bring this novel technology to routine clinical radiotherapy practice.
Author :
Publisher :
ISBN 13 :
Total Pages : 742 pages
Book Rating : 4.:/5 (41 download)
Download or read book Computer Applications in Radiology written by and published by . This book was released on 1972 with total page 742 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : I. A. D. Bruinvis
Publisher : North-Holland
ISBN 13 : 9780444702630
Total Pages : 590 pages
Book Rating : 4.7/5 (26 download)
Download or read book The Use of Computers in Radiation Therapy written by I. A. D. Bruinvis and published by North-Holland. This book was released on 1987 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hardbound. Since the first conference in 1966, there has been an enormous change, qualitatively as well as quantitatively in the application of computers in the field of radiotherapy. The fast technical development has made applications possible that only a few people dreamed of two decades ago. There is now hardly any field in radiotherapy where computers have no task.This book is a collection of papers dealing with all aspects of the use of computers in radiation therapy. It contains contributions by the majority of international scientists working in this field and thus presents a fair account of the state of the art. It is felt that a useful application of computers in radiotherapy is only possible by close cooperation of all disciplines involved.New applications of computer software and hardware on the computation, imaging, process control and quality assurance of radiation treatments are discussed, as are new developments in radiation dose calcu
Author : Anthony R. Benedetto
Publisher : American Institute of Physics
ISBN 13 :
Total Pages : 436 pages
Book Rating : 4.3/5 (91 download)
Download or read book Computers in Medical Physics written by Anthony R. Benedetto and published by American Institute of Physics. This book was released on 1990 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 1988 AAPM Summer School explored the modern world of computers, with special emphasis on applications in medical physics. Authors of the articles in this book, who were also presenters at the Summer School, were asked to assume that the attendee reader was familiar with computers in general but was not a computer scientist or a hacker. The manuscripts were reviewed by at least two experts prior to inclusion in this book. Since not all presenters submitted manuscripts, this volume is not a proceeding in the traditional sense.
Author :
Publisher : International Commission on Radiation
ISBN 13 : 9780913394366
Total Pages : 70 pages
Book Rating : 4.3/5 (943 download)
Download or read book Use of Computers in External Beam Radiotherapy Procedures with High-energy Photons and Electrons written by and published by International Commission on Radiation. This book was released on 1987 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : I. A. D. Bruinvis
Publisher : North-Holland
ISBN 13 : 9780444702630
Total Pages : 622 pages
Book Rating : 4.7/5 (26 download)
Download or read book The Use of Computers in Radiation Therapy written by I. A. D. Bruinvis and published by North-Holland. This book was released on 1987 with total page 622 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hardbound. Since the first conference in 1966, there has been an enormous change, qualitatively as well as quantitatively in the application of computers in the field of radiotherapy. The fast technical development has made applications possible that only a few people dreamed of two decades ago. There is now hardly any field in radiotherapy where computers have no task.This book is a collection of papers dealing with all aspects of the use of computers in radiation therapy. It contains contributions by the majority of international scientists working in this field and thus presents a fair account of the state of the art. It is felt that a useful application of computers in radiotherapy is only possible by close cooperation of all disciplines involved.New applications of computer software and hardware on the computation, imaging, process control and quality assurance of radiation treatments are discussed, as are new developments in radiation dose calcu
Author : Jun Deng
Publisher : CRC Press
ISBN 13 : 1351801112
Total Pages : 355 pages
Book Rating : 4.3/5 (518 download)
Download or read book Big Data in Radiation Oncology written by Jun Deng and published by CRC Press. This book was released on 2019-03-07 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data in Radiation Oncology gives readers an in-depth look into how big data is having an impact on the clinical care of cancer patients. While basic principles and key analytical and processing techniques are introduced in the early chapters, the rest of the book turns to clinical applications, in particular for cancer registries, informatics, radiomics, radiogenomics, patient safety and quality of care, patient-reported outcomes, comparative effectiveness, treatment planning, and clinical decision-making. More features of the book are: Offers the first focused treatment of the role of big data in the clinic and its impact on radiation therapy. Covers applications in cancer registry, radiomics, patient safety, quality of care, treatment planning, decision making, and other key areas. Discusses the fundamental principles and techniques for processing and analysis of big data. Address the use of big data in cancer prevention, detection, prognosis, and management. Provides practical guidance on implementation for clinicians and other stakeholders. Dr. Jun Deng is a professor at the Department of Therapeutic Radiology of Yale University School of Medicine and an ABR board certified medical physicist at Yale-New Haven Hospital. He has received numerous honors and awards such as Fellow of Institute of Physics in 2004, AAPM Medical Physics Travel Grant in 2008, ASTRO IGRT Symposium Travel Grant in 2009, AAPM-IPEM Medical Physics Travel Grant in 2011, and Fellow of AAPM in 2013. Lei Xing, Ph.D., is the Jacob Haimson Professor of Medical Physics and Director of Medical Physics Division of Radiation Oncology Department at Stanford University. His research has been focused on inverse treatment planning, tomographic image reconstruction, CT, optical and PET imaging instrumentations, image guided interventions, nanomedicine, and applications of molecular imaging in radiation oncology. Dr. Xing is on the editorial boards of a number of journals in radiation physics and medical imaging, and is recipient of numerous awards, including the American Cancer Society Research Scholar Award, The Whitaker Foundation Grant Award, and a Max Planck Institute Fellowship.
Author : Gilmer Valdes
Publisher : CRC Press
ISBN 13 : 1000903818
Total Pages : 201 pages
Book Rating : 4.0/5 (9 download)
Download or read book Artificial Intelligence in Radiation Oncology and Biomedical Physics written by Gilmer Valdes and published by CRC Press. This book was released on 2023-08-14 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 segmentation, treatment planning, quality assurance, image processing, and clinical decision-making. Finally, a futuristic look at the role of AI in radiation oncology is provided. This book brings medical physicists and radiation oncologists up to date with the most novel applications of machine learning to medical physics. Practitioners will appreciate the insightful discussions and detailed descriptions in each chapter. Its emphasis on clinical applications reaches a wide audience within the medical physics profession.
Author : Hidetaka Arimura
Publisher : Springer
ISBN 13 : 9811029458
Total Pages : 381 pages
Book Rating : 4.8/5 (11 download)
Download or read book Image-Based Computer-Assisted Radiation Therapy written by Hidetaka Arimura and published by Springer. This book was released on 2017-01-26 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of the state-of-the-art computational intelligence research and technologies in computer-assisted radiation therapy based on image engineering. It also traces major technical advancements and research findings in the field of image-based computer-assisted radiation therapy. In high-precision radiation therapies, novel approaches in image engineering including computer graphics, image processing, pattern recognition, and computational anatomy play important roles in improving the accuracy of radiation therapy and assisting decision making by radiation oncology professionals, such as radiation oncologists, radiation technologists, and medical physicists, in each phase of radiation therapy. All the topics presented in this book broaden understanding of the modern medical technologies and systems for image-based computer-assisted radiation therapy. Therefore this volume will greatly benefit not only radiation oncologists and radiologists but also radiation technologists, professors in medical physics or engineering, and engineers involved in the development of products to utilize this advanced therapy.
Author : Issam El Naqa
Publisher : Springer Nature
ISBN 13 : 3030830470
Total Pages : 514 pages
Book Rating : 4.0/5 (38 download)
Download or read book Machine and Deep Learning in Oncology, Medical Physics and Radiology written by Issam El Naqa and published by Springer Nature. This book was released on 2022-02-02 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, now in an extensively revised and updated second edition, provides a comprehensive overview of both machine learning and deep learning and their role in oncology, medical physics, and radiology. Readers will find thorough coverage of basic theory, methods, and demonstrative applications in these fields. An introductory section explains machine and deep learning, reviews learning methods, discusses performance evaluation, and examines software tools and data protection. Detailed individual sections are then devoted to the use of machine and deep learning for medical image analysis, treatment planning and delivery, and outcomes modeling and decision support. Resources for varying applications are provided in each chapter, and software code is embedded as appropriate for illustrative purposes. The book will be invaluable for students and residents in medical physics, radiology, and oncology and will also appeal to more experienced practitioners and researchers and members of applied machine learning communities.
Author : Seymour H. Levitt
Publisher : Springer Science & Business Media
ISBN 13 : 3642115713
Total Pages : 1145 pages
Book Rating : 4.6/5 (421 download)
Download or read book Technical Basis of Radiation Therapy written by Seymour H. Levitt and published by Springer Science & Business Media. This book was released on 2012-01-25 with total page 1145 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a detailed examination of the technological basis of radiation therapy. It is jointly written by North American and European authors, which broadens the contents and increases the book’s applicability in daily practice throughout the world.
Author : Seong K Mun
Publisher : World Scientific
ISBN 13 : 9811263558
Total Pages : 393 pages
Book Rating : 4.8/5 (112 download)
Download or read book Artificial Intelligence In Radiation Oncology written by Seong K Mun and published by World Scientific. This book was released on 2022-12-27 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: The clinical use of Artificial Intelligence (AI) in radiation oncology is in its infancy. However, it is certain that AI is capable of making radiation oncology more precise and personalized with improved outcomes. Radiation oncology deploys an array of state-of-the-art technologies for imaging, treatment, planning, simulation, targeting, and quality assurance while managing the massive amount of data involving therapists, dosimetrists, physicists, nurses, technologists, and managers. AI consists of many powerful tools which can process a huge amount of inter-related data to improve accuracy, productivity, and automation in complex operations such as radiation oncology.This book offers an array of AI scientific concepts, and AI technology tools with selected examples of current applications to serve as a one-stop AI resource for the radiation oncology community. The clinical adoption, beyond research, will require ethical considerations and a framework for an overall assessment of AI as a set of powerful tools.30 renowned experts contributed to sixteen chapters organized into six sections: Define the Future, Strategy, AI Tools, AI Applications, and Assessment and Outcomes. The future is defined from a clinical and a technical perspective and the strategy discusses lessons learned from radiology experience in AI and the role of open access data to enhance the performance of AI tools. The AI tools include radiomics, segmentation, knowledge representation, and natural language processing. The AI applications discuss knowledge-based treatment planning and automation, AI-based treatment planning, prediction of radiotherapy toxicity, radiomics in cancer prognostication and treatment response, and the use of AI for mitigation of error propagation. The sixth section elucidates two critical issues in the clinical adoption: ethical issues and the evaluation of AI as a transformative technology.
Author : H. Rodney Withers
Publisher : Springer Science & Business Media
ISBN 13 : 364283101X
Total Pages : 322 pages
Book Rating : 4.6/5 (428 download)
Download or read book Innovations in Radiation Oncology written by H. Rodney Withers and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: The series "Medical Radiology - Diagnostic Imaging and Radiation Oncology" is the successor to the well known "Encyclopedia of Medical RadiologyjHandbuch der medizinischen Radiologie". This international handbook with its unique compila tion of data in more than fifty volumes lags behind the fast developing knowledge in radiology today. "Medical Radiology" brings the state of the art on special topics in a timely fashion. The first volume of the series was "Lung cancer", edited by Scarantino. This volume "Innovation in Radiation Oncology", edited by H.R. Withers and L.J. Peters, presents data on the development of new therapeutic strategies in different oncologic diseases. 57 authors wrote 32 chapters covering a broad range of topics. The innovations are at various levels of development, but were all chosen with the practicing radiation oncologist in mind. Perhaps not all of the innovations will survive the test of time, others have now become well established standard procedure in some centers. Also discussed is the assessment of the effectiveness of standard treat ment and how it effects the quality of a patient's survival. The contributions have been grouped into 9 broad sections as outlined in the table of contents. We think the second volume, as the whole series, will provide valuable reading for the general community of radiation oncologists.
