Statistical Computing in Nuclear Imaging

Statistical Computing in Nuclear Imaging PDF Author: Arkadiusz Sitek
Publisher: CRC Press
ISBN: 1498729304
Category : Science
Languages : en
Pages : 264

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Book Description
This book is highly focused on computational aspects of Bayesian data analysis of photon-limited data acquired in tomographic measurements in nuclear imaging. Basic Bayesian statistical concepts, elements of Bayesian decision theory, and counting statistics are discussed in the first chapters. Monte Carlo methods and Markov chains in posterior analysis are discussed next along with an introduction to nuclear imaging and applications. The final chapter includes illustrative examples of statistical computing based on Poisson-multinomial statistics. Examples include calculation of Bayes factors and risks, and Bayesian decision making and hypothesis testing.

Statistical Computing in Nuclear Imaging

Statistical Computing in Nuclear Imaging PDF Author: Arkadiusz Sitek
Publisher: CRC Press
ISBN: 1498729304
Category : Science
Languages : en
Pages : 264

Get Book

Book Description
This book is highly focused on computational aspects of Bayesian data analysis of photon-limited data acquired in tomographic measurements in nuclear imaging. Basic Bayesian statistical concepts, elements of Bayesian decision theory, and counting statistics are discussed in the first chapters. Monte Carlo methods and Markov chains in posterior analysis are discussed next along with an introduction to nuclear imaging and applications. The final chapter includes illustrative examples of statistical computing based on Poisson-multinomial statistics. Examples include calculation of Bayes factors and risks, and Bayesian decision making and hypothesis testing.

Quantitative Analysis in Nuclear Medicine Imaging

Quantitative Analysis in Nuclear Medicine Imaging PDF Author: Habib Zaidi
Publisher: Springer Science & Business Media
ISBN: 0387254447
Category : Science
Languages : en
Pages : 593

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Book Description
This book provides a review of image analysis techniques as they are applied in the field of diagnostic and therapeutic nuclear medicine. Driven in part by the remarkable sophistication of nuclear medicine instrumentation and - crease in computing power and its ready and inexpensive availability, this is a relatively new yet rapidly expanding field. Likewise, although the use of nuclear imaging for diagnosis and therapy has origins dating back almost to the pioneering work of Dr G. de Hevesy, quantitative imaging has only recently emerged as a promising approach for diagnosis and therapy of many diseases. An effort has, therefore, been made to place the reviews provided in this book in a broader context. The effort to do this is reflected by the inclusion of introductory chapters that address basic principles of nuclear medicine instrumentation and dual-modality imaging, followed by overview of issues that are closely related to quantitative nuclear imaging and its potential role in diagnostic and therapeutic applications. A brief overview of each chapter is provided below. Chapter 1 presents a general overview of nuclear medicine imaging physics and instrumentation including planar scintigraphy, single-photon emission computed tomography (SPECT) and positron emission tomography (PET). Nowadays, patients’ diagnosis and therapy is rarely done without the use of imaging technology. As such, imaging considerations are incorporated in almost every chapter of the book. The development of dual-modality - aging systems is an emerging research field, which is addressed in chapter 2.

Engymetry and Personal Computing in Nuclear Medicine

Engymetry and Personal Computing in Nuclear Medicine PDF Author: Dietrich P. Pretschner
Publisher: Springer Science & Business Media
ISBN: 3642932207
Category : Medical
Languages : en
Pages : 142

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Book Description
Nuclear ftedicine is not and has not been a purely imaging discipline. It is function analysis that has always been the focal pOint. This fact has become particularly obvious in the last few years through the employment of nev short-lived radionuclides, new technical procedures and data processing. The disadvantage of function analysis in Inclear ftedicine through the use of radioactively labeled compounds is that more and more complicated and expensive equipment his to be used. A further characteristic is that these machines are stationary, and that the patients cannot be examined under physiological conditions. For technical reasons the x-camera is developing in the direction of mea suring mainly the so-ca~led 'soft' I-emitters at the present time. On the other hand, positron emitters are the radionuclides which are of interest for metabolic functions. At present, positron cameras are even more e~pensive and complicated machines, the use of which is very demanding. In this book Priv. -Doz. Dr. med. Dipl. -Ing. D. Peter pretschner has described a new system which contains his ideas and his technical developments. He describes a solution to the urgent questions and dif ficulties in the employment of radioactive substances for diagnosis. It does not demand large resources and can be used under the appropri ate individual physiological conditions. Here he was helped by his training as a natural scientist and engineer, as well as by his being an experienced clinician.

Computers in Nuclear Medicine

Computers in Nuclear Medicine PDF Author: Kai H. Lee
Publisher: Society of Nuclear Medicine, Incorporated
ISBN: 9780972647847
Category : Computers
Languages : en
Pages : 188

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Book Description
Kai H. Lee, PhD This book helps you acquire a basic understanding of how computers work and the processing techniques used to obtain diagnostic information for radionuclide images. The easy-to-use workbook format makes this a great educational tool.

Quantitative Nuclear Medicine Imaging

Quantitative Nuclear Medicine Imaging PDF Author: International Atomic Energy Agency
Publisher:
ISBN: 9789201415103
Category : Medical
Languages : en
Pages : 59

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Book Description
This publication reviews the current state of the art of image quantification and provides a solid background of tools and methods to medical physicists and other related professionals who are faced with quantification of radionuclide distribution in clinical practice. It describes and analyses the physical effects that degrade image quality and affect the accuracy of quantification, and describes methods to compensate for them in planar, single-photon emission computed tomography (SPECT) and positron emission tomography (PET) images.

The Practice of Internal Dosimetry in Nuclear Medicine

The Practice of Internal Dosimetry in Nuclear Medicine PDF Author: Michael G. Stabin
Publisher: CRC Press
ISBN: 1315355485
Category : Medical
Languages : en
Pages : 172

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Book Description
Written by one of the world's leading experts in the field of nuclear medicine dosimetry, this text describes in detail the use of internal dose calculations in the practice of nuclear medicine. While radiation therapy with external sources of radiation always employs calculations of dose to optimize therapy for each patient, this is not routinely conducted in nuclear medicine therapy. As the trend towards an increasing role of dosimetry in therapy planning increases, this book reviews the available methods and technologies available to make this a more common practice. The book begins by covering the mathematical fundamentals of internal dose calculations, and uses sample calculations to demonstrate key principles. The book then moves forward to describe anthropomorphic models, dosimetric models, and types and uses of diagnostic and therapeutic radiopharmaceuticals. The depth of coverage makes it useful reference and guide for researchers performing dose calculations and for physicians considering incorporating dose calculations into the treatment of their cancer patients.

Therapeutic Applications of Monte Carlo Calculations in Nuclear Medicine

Therapeutic Applications of Monte Carlo Calculations in Nuclear Medicine PDF Author: H. Zaidi
Publisher: CRC Press
ISBN: 1420033255
Category : Medical
Languages : en
Pages : 384

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Book Description
Therapeutic Applications of Monte Carlo Calculations in Nuclear Medicine examines the applications of Monte Carlo (MC) calculations in therapeutic nuclear medicine, from basic principles to computer implementations of software packages and their applications in radiation dosimetry and treatment planning. With chapters written by recognized authorit

Graphics Processing Unit-Based High Performance Computing in Radiation Therapy

Graphics Processing Unit-Based High Performance Computing in Radiation Therapy PDF Author: Xun Jia
Publisher: CRC Press
ISBN: 1351231669
Category : Medical
Languages : en
Pages : 286

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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.

Fundamental Mathematics and Physics of Medical Imaging

Fundamental Mathematics and Physics of Medical Imaging PDF Author: Jack Lancaster
Publisher: CRC Press
ISBN: 1498751628
Category : Medical
Languages : en
Pages : 322

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Book Description
Authored by a leading educator, this book teaches the fundamental mathematics and physics concepts associated with medical imaging systems. Going beyond mere description of imaging modalities, this book delves into the mechanisms of image formation and image quality common to all imaging systems: contrast mechanisms, noise, and spatial and temporal resolution, making it an important reference for medical physicists and biomedical engineering students. This is an extensively revised new edition of The Physics of Medical X-Ray Imaging by Bruce Hasegawa (Medical Physics Publishing, 1991), and includes a wide range of modalities such as X-ray CT, MRI and SPECT.

Radiation Protection in Medical Imaging and Radiation Oncology

Radiation Protection in Medical Imaging and Radiation Oncology PDF Author: Richard J. Vetter
Publisher: CRC Press
ISBN: 1482245388
Category : Medical
Languages : en
Pages : 511

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Book Description
Radiation Protection in Medical Imaging and Radiation Oncology focuses on the professional, operational, and regulatory aspects of radiation protection. Advances in radiation medicine have resulted in new modalities and procedures, some of which have significant potential to cause serious harm. Examples include radiologic procedures that require ve