Personalization in Modern Radiation Oncology: Predictions, Prognosis and Survival PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Personalization in Modern Radiation Oncology: Predictions, Prognosis and Survival PDF full book. Access full book title Personalization in Modern Radiation Oncology: Predictions, Prognosis and Survival by Francesco Cellini. Download full books in PDF and EPUB format.
Author: Francesco Cellini
Publisher: Frontiers Media SA
ISBN: 2832508235
Category : Medical
Languages : en
Pages : 267
Get Book Here
Book Description
Author: Francesco Cellini
Publisher: Frontiers Media SA
ISBN: 2832508235
Category : Medical
Languages : en
Pages : 267
Get Book Here
Book Description
Author: Francesco Cellini
Publisher: Frontiers Media SA
ISBN: 2889766373
Category : Medical
Languages : en
Pages : 257
Get Book Here
Book Description
Author: Issam El Naqa
Publisher: Springer
ISBN: 3319183052
Category : Medical
Languages : en
Pages : 336
Get Book Here
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: Savino Cilla
Publisher: Frontiers Media SA
ISBN: 2832505945
Category : Medical
Languages : en
Pages : 232
Get Book Here
Book Description
Author: Yingli Yang
Publisher: Frontiers Media SA
ISBN: 2832511090
Category : Medical
Languages : en
Pages : 207
Get Book Here
Book Description
Author: Jun Deng
Publisher: CRC Press
ISBN: 1351801120
Category : Science
Languages : en
Pages : 311
Get Book Here
Book Description
Big Data in Radiation Oncology gives readers an in-depth look into how big data is having an impact on the clinical care of cancer patients. While basic principles and key analytical and processing techniques are introduced in the early chapters, the rest of the book turns to clinical applications, in particular for cancer registries, informatics, radiomics, radiogenomics, patient safety and quality of care, patient-reported outcomes, comparative effectiveness, treatment planning, and clinical decision-making. More features of the book are: Offers the first focused treatment of the role of big data in the clinic and its impact on radiation therapy. Covers applications in cancer registry, radiomics, patient safety, quality of care, treatment planning, decision making, and other key areas. Discusses the fundamental principles and techniques for processing and analysis of big data. Address the use of big data in cancer prevention, detection, prognosis, and management. Provides practical guidance on implementation for clinicians and other stakeholders. Dr. Jun Deng is a professor at the Department of Therapeutic Radiology of Yale University School of Medicine and an ABR board certified medical physicist at Yale-New Haven Hospital. He has received numerous honors and awards such as Fellow of Institute of Physics in 2004, AAPM Medical Physics Travel Grant in 2008, ASTRO IGRT Symposium Travel Grant in 2009, AAPM-IPEM Medical Physics Travel Grant in 2011, and Fellow of AAPM in 2013. Lei Xing, Ph.D., is the Jacob Haimson Professor of Medical Physics and Director of Medical Physics Division of Radiation Oncology Department at Stanford University. His research has been focused on inverse treatment planning, tomographic image reconstruction, CT, optical and PET imaging instrumentations, image guided interventions, nanomedicine, and applications of molecular imaging in radiation oncology. Dr. Xing is on the editorial boards of a number of journals in radiation physics and medical imaging, and is recipient of numerous awards, including the American Cancer Society Research Scholar Award, The Whitaker Foundation Grant Award, and a Max Planck Institute Fellowship.
Author: Giampietro Gasparini
Publisher: Springer Science & Business Media
ISBN: 159259915X
Category : Medical
Languages : en
Pages : 335
Get Book Here
Book Description
Expert laboratory and clinical researchers from around the world review how to design and evaluate studies of tumor markers and examine their use in breast cancer patients. The authors cover both the major advances in sophisticated molecular methods and the state-of-the-art in conventional prognostic and predictive indicators. Among the topics discussed are the relevance of rigorous study design and guidelines for the validation studies of new biomarkers, gene expression profiling by tissue microarrays, adjuvant systemic therapy, and the use of estrogen, progesterone, and epidermal growth factor receptors as both prognostic and predictive indicators. Highlights include the evaluation of HER2 and EGFR family members, of p53, and of UPA/PAI-1; the detection of rare cells in blood and marrow; and the detection and analysis of soluble, circulating markers.
Author: X. Allen Li
Publisher: CRC Press
ISBN: 1439816352
Category : Medical
Languages : en
Pages : 404
Get Book Here
Book Description
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 an
Author: Otmar Schober
Publisher: Springer Nature
ISBN: 3030426181
Category : Medical
Languages : en
Pages : 911
Get Book Here
Book Description
This book discusses the most significant recent advances in oncological molecular imaging, covering the full spectrum from basic and preclinical research to clinical practice. The content is divided into five sections, the first of which is devoted to standardized and emerging technologies and probe designs for different modalities, such as PET, SPECT, optical and optoacoustic imaging, ultrasound, CT, and MRI. The second section focuses on multiscale preclinical applications ranging from advanced microscopy and mass spectroscopy to whole-body imaging. In the third section, various clinical applications are presented, including image-guided surgery and the radiomic analysis of multiple imaging features. The final two sections are dedicated to the emerging, crucial role that molecular imaging can play in the planning and monitoring of external and internal radiotherapy, and to future challenges and prospects in multimodality imaging. Given its scope, the handbook will benefit all readers who are interested in the revolution in diagnostic and therapeutic oncology that is now being brought about by molecular imaging.
Author:
Publisher: Academic Press
ISBN: 0123984831
Category : Science
Languages : en
Pages : 577
Get Book Here
Book Description
For this volume of Advances in Pharmacology we have brought together some of the foremost basic science and clinical researchers to discuss some of the new frontiers in the development of targeted cancer therapy. Although still in its formative stages, the development of targeted cancer therapies has already shown incredible promise in a limited number of cancer types. As basic cancer research and drug development continues, we expect this number to grow and more patients to benefit from these exciting advances. Through better patient selection and novel strategies to manage resistance, a future can be envisaged in which cancer can be reduced to the level of a chronic, manageable disease. - Brought together some of the foremost basic science and clinical researchers - Part of the renowned Advances in Pharmacology Serial - Discussion of some of the new frontiers in the development of targeted cancer therapy
