Graphics Processing Unit Based High Performance Computing In Radiation Therapy

Author : Xun Jia,Steve B. Jiang
Publisher : CRC Press
Page : 396 pages
File Size : 47,6 Mb
Release : 2018-09-21
Category : Medical
ISBN : 9781482244793

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Graphics Processing Unit-Based High Performance Computing in Radiation Therapy by Xun Jia,Steve B. Jiang Pdf

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 : Hidetaka Arimura
Publisher : Springer
Page : 381 pages
File Size : 53,8 Mb
Release : 2017-01-26
Category : Medical
ISBN : 9789811029455

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Image-Based Computer-Assisted Radiation Therapy by Hidetaka Arimura Pdf

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 : Sanjay Saxena,Sudip Paul
Publisher : CRC Press
Page : 337 pages
File Size : 42,5 Mb
Release : 2022-07-07
Category : Computers
ISBN : 9781000410372

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High-Performance Medical Image Processing by Sanjay Saxena,Sudip Paul Pdf

The processing of medical images in a reasonable timeframe and with high definition is very challenging. This volume helps to meet that challenge by presenting a thorough overview of medical imaging modalities, its processing, high-performance computing, and the need to embed parallelism in medical image processing techniques to achieve efficient and fast results. With contributions from researchers from prestigious laboratories and educational institutions, High-Performance Medical Image Processing provides important information on medical image processing techniques, parallel computing techniques, and embedding parallelism in different image processing techniques. A comprehensive review of parallel algorithms in medical image processing problems is a key feature of this book. The volume presents the relevant theoretical frameworks and the latest empirical research findings in the area and provides detailed descriptions about the diverse high-performance techniques. Topics discussed include parallel computing, multicore architectures and their applications in image processing, machine learning applications, conventional and advanced magnetic resonance imaging methods, hyperspectral image processing, algorithms for segmenting 2D slices for 3D viewing, and more. Case studies, such as on the detection of cancer tumors, expound on the information presented. Key features: Provides descriptions of different medical imaging modalities and their applications Discusses the basics and advanced aspects of parallel computing with different multicore architectures Expounds on the need for embedding data and task parallelism in different medical image processing techniques Presents helpful examples and case studies of the discussed methods This book will be valuable for professionals, researchers, and students working in the field of healthcare engineering, medical imaging technology, applications in machine and deep learning, and more. It is also appropriate for courses in computer engineering, biomedical engineering and electrical engineering based on artificial intelligence, parallel computing, high performance computing, and machine learning and its applications in medical imaging.

Author : Anthony R. Benedetto,H.K. Huang,Don P. Ragan
Publisher : American Institute of Physics
Page : 436 pages
File Size : 49,5 Mb
Release : 1990
Category : Science
ISBN : UOM:39015024954052

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Computers in Medical Physics by Anthony R. Benedetto,H.K. Huang,Don P. Ragan Pdf

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 : Peterson's Guides,Peterson's Guides Staff,Peterson's
Publisher : Peterson Nelnet Company
Page : 1518 pages
File Size : 51,6 Mb
Release : 1995-12-10
Category : Engineering
ISBN : 1560795050

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Peterson's Graduate Programs in Engineering and Applied Sciences, 1996 by Peterson's Guides,Peterson's Guides Staff,Peterson's Pdf

Graduate students depend on this series and ask for it by name. Why? For over 30 years, it's been the only one-stop source that supplies all of their information needs. The new editions of this six-volume set contain the most comprehensive information available on more than 1,500 colleges offering over 31,000 master's, doctoral, and professional-degree programs in more than 350 disciplines.New for 1997 -- Non-degree-granting research centers, institutes, and training programs that are part of a graduate degree program.Five discipline-specific volumes detail entrance and program requirements, deadlines, costs, contacts, and special options, such as distance learning, for each program, if available. Each Guide features "The Graduate Adviser", which discusses entrance exams, financial aid, accreditation, and more.Interest in these fields has never been higher! And this is the source to the 3,400 programs currently available -- from bioengineering and computer science to construction management.

Author : Philip W. Ballinger
Publisher : Unknown
Page : 594 pages
File Size : 51,5 Mb
Release : 1999
Category : Radiography, Medical
ISBN : PSU:000043637850

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Merrill's Atlas of Radiographic Positions and Radiologic Procedures by Philip W. Ballinger Pdf

Author : X. Allen Li
Publisher : CRC Press
Page : 426 pages
File Size : 44,7 Mb
Release : 2011-01-27
Category : Medical
ISBN : 1439816352

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Adaptive Radiation Therapy by X. Allen Li Pdf

Modern medical imaging and radiation therapy technologies are so complex and computer driven that it is difficult for physicians and technologists to know exactly what is happening at the point-of-care. Medical physicists responsible for filling this gap in knowledge must stay abreast of the latest advances at the intersection of medical imaging and radiation therapy. This book provides medical physicists and radiation oncologists current and relevant information on Adaptive Radiation Therapy (ART), a state-of-the-art approach that uses a feedback process to account for patient-specific anatomic and/or biological changes, thus delivering highly individualized radiation therapy for cancer patients. The book should also benefit medical dosimetrists and radiation therapists. Adaptive Radiation Therapy describes technological and methodological advances in the field of ART, as well as initial clinical experiences using ART for selected anatomic sites. Divided into three sections (radiobiological basis, current technologies, and clinical applications), the book covers: Morphological and biological biomarkers for patient-specific planning Design and optimization of treatment plans Delivery of IMRT and IGRT intervention methodologies of ART Management of intrafraction variations, particularly with respiratory motion Quality assurance needed to ensure the safe delivery of ART ART applications in several common cancer types / anatomic sites The technology and methodology for ART have advanced significantly in the last few years and accumulated clinical data have demonstrated the need for ART in clinical settings, assisted by the wide application of intensity modulated radiation therapy (IMRT) and image-guided radiation therapy (IGRT). This book shows the real potential for supplying every patient with individualized radiation therapy that is maximally accurate and precise.

Author : Anonim
Publisher : Unknown
Page : 1948 pages
File Size : 48,5 Mb
Release : 1997
Category : Electrical engineering
ISBN : OSU:32435059588657

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Electrical & Electronics Abstracts by Anonim Pdf

Author : Dan Nguyen,Lei Xing,Steve Jiang
Publisher : Springer
Page : 172 pages
File Size : 48,6 Mb
Release : 2019-10-18
Category : Computers
ISBN : 3030324850

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Artificial Intelligence in Radiation Therapy by Dan Nguyen,Lei Xing,Steve Jiang Pdf

This book constitutes the refereed proceedings of the First International Workshop on Connectomics in Artificial Intelligence in Radiation Therapy, AIRT 2019, held in conjunction with MICCAI 2019 in Shenzhen, China, in October 2019. The 20 full papers presented were carefully reviewed and selected from 24 submissions. The papers discuss the state of radiation therapy, the state of AI and related technologies, and hope to find a pathway to revolutionizing the field to ultimately improve cancer patient outcome and quality of life.

Author : Georg Hager,Gerhard Wellein
Publisher : CRC Press
Page : 356 pages
File Size : 53,9 Mb
Release : 2010-07-02
Category : Computers
ISBN : 9781439811931

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Introduction to High Performance Computing for Scientists and Engineers by Georg Hager,Gerhard Wellein Pdf

Written by high performance computing (HPC) experts, Introduction to High Performance Computing for Scientists and Engineers provides a solid introduction to current mainstream computer architecture, dominant parallel programming models, and useful optimization strategies for scientific HPC. From working in a scientific computing center, the author

Author : Issam El Naqa,Ruijiang Li,Martin J. Murphy
Publisher : Springer
Page : 336 pages
File Size : 51,6 Mb
Release : 2015-06-19
Category : Medical
ISBN : 9783319183053

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Machine Learning in Radiation Oncology by Issam El Naqa,Ruijiang Li,Martin J. Murphy Pdf

​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 : Andreas Maier,Stefan Steidl,Vincent Christlein,Joachim Hornegger
Publisher : Springer
Page : 263 pages
File Size : 51,9 Mb
Release : 2018-08-02
Category : Computers
ISBN : 9783319965208

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Medical Imaging Systems by Andreas Maier,Stefan Steidl,Vincent Christlein,Joachim Hornegger Pdf

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.

Author : Anonim
Publisher : Unknown
Page : 632 pages
File Size : 43,9 Mb
Release : 1985
Category : Scientists
ISBN : UOM:39015024327721

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Who's who in Frontiers of Science and Technology by Anonim Pdf

Author : Anonim
Publisher : Unknown
Page : 592 pages
File Size : 55,8 Mb
Release : 1995
Category : Documentation
ISBN : UOM:39015082969943

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Documentation Abstracts by Anonim Pdf

Author : Anonim
Publisher : Unknown
Page : 364 pages
File Size : 49,7 Mb
Release : 1997
Category : Aeronautics
ISBN : STANFORD:36105012140708

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Proceedings in Print by Anonim Pdf