Computer Applications in Radiation Oncology PDF Download

Author: Edward S. Sternick
Publisher:
ISBN: 9780874511260
Category : Cancer
Languages : en
Pages : 559

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Author: Wolfgang Schlegel
Publisher: Springer Science & Business Media
ISBN: 3642597580
Category : Medical
Languages : en
Pages : 630

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Book Description
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:
Publisher:
ISBN:
Category : Computer-assisted instruction
Languages : en
Pages : 742

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Author: Xun Jia
Publisher: CRC Press
ISBN: 1482244799
Category : Medical
Languages : en
Pages : 396

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Book Description
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: Issam El Naqa
Publisher: Springer
ISBN: 3319183052
Category : Medical
Languages : en
Pages : 336

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Book Description
​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: I. A. D. Bruinvis
Publisher: North-Holland
ISBN: 9780444702630
Category : Computers
Languages : en
Pages : 590

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Book Description
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: I. A. D. Bruinvis
Publisher: North-Holland
ISBN: 9780444702630
Category : Medical
Languages : en
Pages : 622

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Book Description
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: Issam El Naqa
Publisher: Springer Nature
ISBN: 3030830470
Category : Science
Languages : en
Pages : 514

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Book Description
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: Seong K Mun
Publisher: World Scientific
ISBN: 9811263558
Category : Science
Languages : en
Pages : 393

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Book Description
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: United States. Bureau of Radiological Health
Publisher:
ISBN:
Category :
Languages : en
Pages : 728

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Book Description