Artificial Intelligence In Pet Ct Oncologic Imaging

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Artificial Intelligence in PET/CT Oncologic Imaging

Author : John A. Andreou
Publisher : Springer Nature
ISBN 13 : 3031100905
Total Pages : 156 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Artificial Intelligence in PET/CT Oncologic Imaging by : John A. Andreou

Download or read book Artificial Intelligence in PET/CT Oncologic Imaging written by John A. Andreou and published by Springer Nature. This book was released on 2022-10-22 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents artificial intelligence applications that may help in detecting disease, defining tissue characterization (benign vs malignant), staging and correlation with molecular biomarkers. Originally positioned as a means for noninvasive molecular phenotyping and quantification in the 1970s, PET's technological improvements in the 2000s generated renewed interest in quantification, which has grown over the last five years. This progress is parallel with the development of Artificial intelligence (AI) systems for Oncology which aim at providing the best possible treatment to patients suffering from lung, breast, brain, prostate, liver and other types of cancer. The chapters provide an overview of the use of AI in PET/CT imaging for various types of cancer, and it will be an invaluable tool especially for nuclear medicine physicians and oncologists.

Artificial Intelligence and PET Imaging, Part 2, An Issue of PET Clinics , E-Book

Author : Arman Rahmim
Publisher : Elsevier Health Sciences
ISBN 13 : 0323850146
Total Pages : 241 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Artificial Intelligence and PET Imaging, Part 2, An Issue of PET Clinics , E-Book by : Arman Rahmim

Download or read book Artificial Intelligence and PET Imaging, Part 2, An Issue of PET Clinics , E-Book written by Arman Rahmim and published by Elsevier Health Sciences. This book was released on 2021-11-27 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue of PET Clinics, guest editors Arman Rahmim, Babak Saboury, and Eliot Siegel bring their considerable expertise to the topic of Artificial Intelligence and PET Imaging. Provides in-depth, clinical reviews on the latest updates in AI and PET Imaging, providing actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field; Authors synthesize and distill the latest research and practice guidelines to create these timely topic-based reviews.

Artificial Intelligence and PET Imaging, Part 1, An Issue of PET Clinics

Author : Babak Saboury
Publisher : Elsevier Health Sciences
ISBN 13 : 0323835619
Total Pages : 225 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Artificial Intelligence and PET Imaging, Part 1, An Issue of PET Clinics by : Babak Saboury

Download or read book Artificial Intelligence and PET Imaging, Part 1, An Issue of PET Clinics written by Babak Saboury and published by Elsevier Health Sciences. This book was released on 2021-09-21 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence and PET Imaging, Part 1, An Issue of PET Clinics, E-Book

Novel Methods for Oncologic Imaging Analysis: Radiomics, Machine Learning, and Artificial Intelligence

Author : Xuelei Ma
Publisher : Frontiers Media SA
ISBN 13 : 2889713474
Total Pages : 355 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Novel Methods for Oncologic Imaging Analysis: Radiomics, Machine Learning, and Artificial Intelligence by : Xuelei Ma

Download or read book Novel Methods for Oncologic Imaging Analysis: Radiomics, Machine Learning, and Artificial Intelligence written by Xuelei Ma and published by Frontiers Media SA. This book was released on 2021-09-23 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence in Positron Emission Tomography

Author : Xiaoli Lan
Publisher : Frontiers Media SA
ISBN 13 : 2889745538
Total Pages : 119 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Artificial Intelligence in Positron Emission Tomography by : Xiaoli Lan

Download or read book Artificial Intelligence in Positron Emission Tomography written by Xiaoli Lan and published by Frontiers Media SA. This book was released on 2022-03-02 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt:

PET-CT

Author : Peter S. Conti
Publisher : Springer Science & Business Media
ISBN 13 : 9780387208589
Total Pages : 332 pages
Book Rating : 4.2/5 (85 download)

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Book Synopsis PET-CT by : Peter S. Conti

Download or read book PET-CT written by Peter S. Conti and published by Springer Science & Business Media. This book was released on 2005-01-04 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: The PET Imaging Science Center at the University of Southern California is recognized as one of the premier PET centers. The director, Dr. Peter Conti, is a distinguished leader in the field. He and one of his top nuclear medicine fellows, Dr. Daniel Cham, have published one of the first PET-CT case based books. The text is heavily illustrated with original PET-CT images of both common and uncommon cancer cases. Each of the clinical applications is accompanied by a concise explanation of the history, findings, and impression of the PET-CT case. Insightful discussions and "pearls and pitfalls" are included to help physicians gain a better understanding of pathology, diagnosis, and imaging techniques. The reader also finds sections on physiology, technical artifacts, and applications for neurological and cardiovascular disorders. This unique book is ideal for nuclear medicine practitioners, nuclear medicine residents, and clinicians interested in medical imaging.

PET and PET/CT

Author : Eugene C. Lin
Publisher : Thieme
ISBN 13 : 1604061545
Total Pages : 320 pages
Book Rating : 4.6/5 (4 download)

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Book Synopsis PET and PET/CT by : Eugene C. Lin

Download or read book PET and PET/CT written by Eugene C. Lin and published by Thieme. This book was released on 2011-01-01 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for this book:Sure to be a hit -- just like the first edition...All the chapters are well written and the accuracy of information is impressive...[we] cannot recommend the book strongly enough.--RAD MagazineReturning in a second edition, this practical book presents oncological and nononcological applications for PET and PET/CT for the full range of scenarios frequently encountered in the professional setting. Placing special emphasis on PET/CT correlation and FDG oncological imaging, it opens with a thorough introduction to fundamental science and clinical basics. Each chapter in the Oncological Applications section of the book describes the role of PET and PET/CT in the management of specific diseases, providing succinct descriptions of indications and comparisons with other imaging modalities. Highlights: New chapters covering PET/CT for pediatric patients; the use of FDG PET in the evaluation of infection and inflammation; and the role of PET and PET/CT in radiation therapy planning; and FDG biology More than 500 high-quality images, including state-of-the-art color PET/CT images Pearls and pitfalls that emphasize critical concepts Discussion of normal variations and benign findings Thorough review of the current literature on PET/CT This compact book provides readers with the tools to sharpen their assessment and decision-making skills. Organized efficiently to enable rapid reference to key concepts, this concise text is ideal for residents and practitioners in radiology, nuclear medicine, oncology, radiation oncology, and nuclear medicine technology.

A Case-Based Approach to PET/CT in Oncology

Author : Victor H. Gerbaudo
Publisher : Cambridge University Press
ISBN 13 : 113953596X
Total Pages : 1033 pages
Book Rating : 4.1/5 (395 download)

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Book Synopsis A Case-Based Approach to PET/CT in Oncology by : Victor H. Gerbaudo

Download or read book A Case-Based Approach to PET/CT in Oncology written by Victor H. Gerbaudo and published by Cambridge University Press. This book was released on 2012-07-26 with total page 1033 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Case-Based Approach to PET/CT in Oncology describes the role of PET/CT in the diagnosis, staging and monitoring of treatment response in today's practice of oncology. It provides a detailed analysis of over 100 cases occurring in daily clinical practice, emphasizing the central role that PET imaging plays in the care of cancer patients. The text is organized into two sections; Part I guides the reader through general introductory concepts, including basic science, while Part II covers in-depth oncologic applications. Each case is illustrated throughout with full color images and explains the key management issues and the advantages and limitations of the modality. Written by a team of renowned international experts, A Case-Based Approach to PET/CT in Oncology is an invaluable resource for all imaging practitioners, oncologists and nuclear medicine specialists.

Artificial Intelligence in Medical Imaging

Author : Erik R. Ranschaert
Publisher : Springer
ISBN 13 : 3319948784
Total Pages : 373 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Artificial Intelligence in Medical Imaging by : Erik R. Ranschaert

Download or read book Artificial Intelligence in Medical Imaging written by Erik R. Ranschaert and published by Springer. This book was released on 2019-01-29 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a thorough overview of the ongoing evolution in the application of artificial intelligence (AI) within healthcare and radiology, enabling readers to gain a deeper insight into the technological background of AI and the impacts of new and emerging technologies on medical imaging. After an introduction on game changers in radiology, such as deep learning technology, the technological evolution of AI in computing science and medical image computing is described, with explanation of basic principles and the types and subtypes of AI. Subsequent sections address the use of imaging biomarkers, the development and validation of AI applications, and various aspects and issues relating to the growing role of big data in radiology. Diverse real-life clinical applications of AI are then outlined for different body parts, demonstrating their ability to add value to daily radiology practices. The concluding section focuses on the impact of AI on radiology and the implications for radiologists, for example with respect to training. Written by radiologists and IT professionals, the book will be of high value for radiologists, medical/clinical physicists, IT specialists, and imaging informatics professionals.

Applications of Artificial Intelligence in Medical Imaging

Author : Abdulhamit Subasi
Publisher : Academic Press
ISBN 13 : 0443184518
Total Pages : 381 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Applications of Artificial Intelligence in Medical Imaging by : Abdulhamit Subasi

Download or read book Applications of Artificial Intelligence in Medical Imaging written by Abdulhamit Subasi and published by Academic Press. This book was released on 2022-11-10 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications of Artificial Intelligence in Medical Imaging provides the description of various biomedical image analysis in disease detection using AI that can be used to incorporate knowledge obtained from different medical imaging devices such as CT, X-ray, PET and ultrasound. The book discusses the use of AI for detection of several cancer types, including brain tumor, breast, pancreatic, rectal, lung colon, and skin. In addition, it explains how AI and deep learning techniques can be used to diagnose Alzheimer's, Parkinson's, COVID-19 and mental conditions. This is a valuable resource for clinicians, researchers and healthcare professionals who are interested in learning more about AI and its impact in medical/biomedical image analysis. Discusses new deep learning algorithms for image analysis and how they are used for medical images Provides several examples for each imaging technique, along with their application areas so that readers can rely on them as a clinical decision support system Describes how new AI tools may contribute significantly to the successful enhancement of a single patient's clinical knowledge to improve treatment outcomes

Whole-Body FDG PET Imaging in Oncology

Author : Pier Francesco Rambaldi
Publisher : Springer Science & Business Media
ISBN 13 : 8847052955
Total Pages : 305 pages
Book Rating : 4.8/5 (47 download)

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Book Synopsis Whole-Body FDG PET Imaging in Oncology by : Pier Francesco Rambaldi

Download or read book Whole-Body FDG PET Imaging in Oncology written by Pier Francesco Rambaldi and published by Springer Science & Business Media. This book was released on 2013-11-27 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This manual presents a large collection of clinical cases in oncology with accompanying whole-body FDG PET-CT scans. The aim is to promote an integrated approach to the use of PET-CT, and detailed attention is therefore paid to the clinical history and diagnostic question. A central aspect of every clinical case described in this manual is the guidance on the clinical report, which is the official tool for communicating with both the referring physician and the person undergoing the diagnostic test; for this reason it needs to be clear, understandable, and written in shared language. The advice regarding report preparation is strongly supported by informative PET, CT, and PET-CT fused images of each disease. The book is broadly structured according to anatomic region, and a wide range of common diseases likely to be imaged using PET-CT is covered. This book will be of value to all those training or working in the field of oncology who wish to ensure that they are best placed to contextualize, interpret, and report the findings obtained with PET-CT, which can have such a dramatic impact on prognosis, therapeutic choice, and quality of life.

Artificial Intelligence In Radiation Oncology

Author : Seong K Mun
Publisher : World Scientific
ISBN 13 : 9811263558
Total Pages : 393 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Artificial Intelligence In Radiation Oncology by : Seong K Mun

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.

Artificial Intelligence/Machine Learning in Nuclear Medicine and Hybrid Imaging

Author : Patrick Veit-Haibach
Publisher : Springer Nature
ISBN 13 : 3031001192
Total Pages : 217 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Artificial Intelligence/Machine Learning in Nuclear Medicine and Hybrid Imaging by : Patrick Veit-Haibach

Download or read book Artificial Intelligence/Machine Learning in Nuclear Medicine and Hybrid Imaging written by Patrick Veit-Haibach and published by Springer Nature. This book was released on 2022-06-22 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes detailed explanations of the underlying technologies and concepts used in Artificial Intelligence (AI) and Machine Learning (ML) in the context of nuclear medicine and hybrid imaging. A diverse team of authors, including pioneers in the field and respected experts from leading international institutions, share their insights, opinions and outlooks on this exciting topic. A wide range of clinical applications are discussed, from brain applications to body indications, as well as the applicability of AI and ML for cardio-vascular conditions. The book also considers the potential impact of theranostics. To balance the technology-heavy and disease-specific applications, it also discusses ethical / legal issues, economic realities and the human factor, the physician. Though this discussion is not based on research and outcomes, it provides important insights into the ramifications of how AI and ML could transform Nuclear Medicine and Hybrid Imaging practice. As the first work highlighting the role of these concepts specifically in this field, rather than for medical imaging in general, this book offers a valuable resource for Nuclear Medicine Physicians, Radiologists, Physicists, Medical Imaging Administrators and Nuclear Medicine Technologists alike.

PET and PET-CT in Oncology

Author : Peter Oehr
Publisher : Springer Science & Business Media
ISBN 13 : 9783540431251
Total Pages : 378 pages
Book Rating : 4.4/5 (312 download)

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Book Synopsis PET and PET-CT in Oncology by : Peter Oehr

Download or read book PET and PET-CT in Oncology written by Peter Oehr and published by Springer Science & Business Media. This book was released on 2003-11-13 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: PET and PET-CT in Oncology describes the principles of positron emission tomography and is a useful resource for incorporating the technique in clinical practice. In a clear and straightforward fashion, the book offers instructive information and overviews of the basic principles of PET and PET-CT as well as the routine clinical PET scanning procedures for all important oncological indications. It is designed to serve as a reference work for specialists in nuclear medicine and radiology (including therapy planning) and for oncologists. It also provides student and physicians in other medical specialities with a general introduction to the effective integration of this modern technique into routine clinical diagnostics. Above all, this volume illustrates the importance of PET and PET-CT in comparison with other imaging techniques.

Artificial Intelligence in Radiology, An Issue of Radiologic Clinics of North America, E-Book

Author : Daniel L. Rubin
Publisher : Elsevier Health Sciences
ISBN 13 : 0323813569
Total Pages : 201 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Artificial Intelligence in Radiology, An Issue of Radiologic Clinics of North America, E-Book by : Daniel L. Rubin

Download or read book Artificial Intelligence in Radiology, An Issue of Radiologic Clinics of North America, E-Book written by Daniel L. Rubin and published by Elsevier Health Sciences. This book was released on 2021-10-27 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in Radiology, An Issue of Radiologic Clinics of North America, E-Book

Contouring in Head and Neck Cancer

Author : Peter C. Levendag
Publisher : Elsevier,Urban&FischerVerlag
ISBN 13 : 9783437599040
Total Pages : 272 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Contouring in Head and Neck Cancer by : Peter C. Levendag

Download or read book Contouring in Head and Neck Cancer written by Peter C. Levendag and published by Elsevier,Urban&FischerVerlag. This book was released on 2009 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence in Radiation Oncology and Biomedical Physics

Author : Gilmer Valdes
Publisher : CRC Press
ISBN 13 : 1000903753
Total Pages : 185 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Artificial Intelligence in Radiation Oncology and Biomedical Physics by : Gilmer Valdes

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 185 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.