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jia xun (curatore); jiang steve b. (curatore) - graphics processing unit-based high performance computing in radiation therapy

Graphics Processing Unit-Based High Performance Computing in Radiation Therapy

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

CRC Press

Pubblicazione: 09/2015
Edizione: 1° edizione





Note Editore

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.




Sommario

Introduction Xun Jia and Steve B. Jiang Digitally Reconstructed Radiographs Michael M. Folkerts Analytic Cone-Beam CT Reconstructions Bongyong Song, Wooseok Nam, Justin C. Park, and William Y. Song Iterative Cone-Beam CT Reconstruction on GPUs: A Computational Perspective Wei Xu, Ziyi Zheng, Eric Papenhausen, Sungsoo Ha, and Klaus Mueller 4DCT and 4D Cone-Beam CT Reconstruction Using Temporal Regularizations Hao Gao, Minghao Guo, Ruijiang Li, and Lei Xing Multi-GPU Cone-Beam CT Reconstruction Hao Yan and Xiaoyu Wang Tumor Tracking and Real-Time Volumetric Imaging via One Cone-Beam CT Projection Ruijiang Li and Steve B. Jiang GPU Denoising for Computed Tomography Andreas Maier and Rebecca Fahrig GPU-Based Unimodal Deformable Image Registration in Radiation Therapy Sanjiv S. Samant, Soyoung Lee, and Sonja S.A. Samant Inter-Modality Deformable Registration Yifei Lou and Allen Tannenbaum CT-to-Cone-Beam CT Deformable Registration Xin Zhen and Xuejun Gu Reconstruction in Positron Emission Tomography Franck P. Vidal and Jean-Marie Rocchisani Implementation of Convolution Superposition Methods on a GPU Todd R. McNutt and Robert A. Jacques Photon and Proton Pencil Beam Dose Calculation Xuejun Gu Photon Monte Carlo Dose Calculation Sami Hissoiny Monte Carlo Dose Calculations for Proton Therapy Xun Jia Treatment Plan Optimization for Intensity-Modulated Radiation Therapy (IMRT) Chunhua Men Treatment Plan Optimization for Volumetric-Modulated Arc Therapy (VMAT) Fei Peng, Zhen Tian, H. Edwin Romeijn, and Chunhua Men Non-Voxel-Based Broad Beam Framework: A Summary Weiguo Lu and Mingli Chen Gamma Index CalculationsXuejun Gu SCORE System for Online Adaptive Radiotherapy Zhen Tian, Quentin Gautier, Xuejun Gu, Chunhua Men, Fei Peng, Masoud Zarepisheh, Yan Jiang Graves, Andres Uribe-Sanchez, Xun Jia, and Steve B. Jiang TARGET: A GPU-Based Patient-Specific Quality Assurance System for Radiation Therapy Yan Jiang Graves, Michael M. Folkerts, Zhen Tian, Quentin Gautier, Xuejun Gu, Xun Jia, and Steve B. Jiang




Autore

Dr. Xun Jia is an assistant professor and medical physicist in the Department of Radiation Oncology at the University of Texas Southwestern Medical Center. Dr. Jia has published over 60 peer-reviewed research articles and is a section editor of the Journal of Applied Clinical Medical Physics. He has conducted productive research on developing numerical algorithms and implementations for low-dose cone-beam CT reconstruction and Monte Carlo radiation transport simulation on the GPU platform. He earned his MS in mathematics and PhD in physics from the University of California, Los Angeles. Dr. Steve B. Jiang is the Barbara Crittenden Professor in cancer research, vice chair of the Radiation Oncology Department, and director of the Medical Physics and Engineering Division at the University of Texas Southwestern Medical Center. He is a fellow of the Institute of Physics and the American Association of Physicists in Medicine, serves on the editorial board of Physics in Medicine and Biology, and is an associate editor of Medical Physics. He has published more than 130 peer-reviewed papers on various areas of cancer radiotherapy. He received his PhD in medical physics from the Medical College of Ohio.










Altre Informazioni

ISBN:

9781482244786

Condizione: Nuovo
Collana: Series in Medical Physics and Biomedical Engineering
Dimensioni: 9.25 x 6.25 in Ø 1.55 lb
Formato: Copertina rigida
Illustration Notes:105 b/w images, 9 color images, 25 tables and 140
Pagine Arabe: 396
Pagine Romane: xviii


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