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Prostate Cancer Imaging Computer Aided Diagnosis Prognosis And Intervention
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Book Synopsis Prostate Cancer Imaging: Computer-Aided Diagnosis, Prognosis, and Intervention by : Anant Madabhushi
Download or read book Prostate Cancer Imaging: Computer-Aided Diagnosis, Prognosis, and Intervention written by Anant Madabhushi and published by Springer Science & Business Media. This book was released on 2010-09-03 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the International Workshop on Prostate Cancer Imaging, held in conjunction with MICCAI 2010, in Beijing, China, in September 2010. The 11 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 13 submissions. The papers cover the clinical areas radiology, radiation oncology, digital pathology, and image guided intervention, addressing topics such as prostate segmentation, multi-modal prostate registration, computer-aided diagnosis and classification of prostate cancer.
Book Synopsis Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions by : Anant Madabhushi
Download or read book Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions written by Anant Madabhushi and published by Springer. This book was released on 2011-09-25 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the International Workshop on Prostate Cancer Imaging, held in conjunction with MICCAI 2011, in Toronto, Canada, in September 2011. The 15 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 19 submissions. The papers cover the clinical areas of radiology, radiation oncology, and image guided intervention, addressing topics such as prostate segmentation, multi-modal prostate registration, and computer-aided diagnosis and classification of prostate cancer.
Book Synopsis Prostate Cancer Imaging by : Ayman El-Baz
Download or read book Prostate Cancer Imaging written by Ayman El-Baz and published by CRC Press. This book was released on 2018-10-31 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers novel strategies and state of the art approaches for automated non-invasive systems for early prostate cancer diagnosis. Prostate cancer is the most frequently diagnosed malignancy after skin cancer and the second leading cause of cancer related male deaths in the USA after lung cancer. However, early detection of prostate cancer increases chances of patients’ survival. Generally, The CAD systems analyze the prostate images in three steps: (i) prostate segmentation; (ii) Prostate description or feature extraction; and (iii) classification of the prostate status. Explores all of the latest research and developments in state-of-the art imaging of the prostate from world class experts. Contains a comprehensive overview of 2D/3D Shape Modeling for MRI data. Presents a detailed examination of automated segmentation of the prostate in 3D imaging. Examines Computer-Aided-Diagnosis through automated techniques. There will be extensive references at the end of each chapter to enhance further study.
Book Synopsis Computer Aided Diagnosis of Prostate Cancer with Magnetic Resonance Imaging by : Pieter Christiaan Vos
Download or read book Computer Aided Diagnosis of Prostate Cancer with Magnetic Resonance Imaging written by Pieter Christiaan Vos and published by . This book was released on 2011 with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Computer-aided Diagnosis for Prostate Cancer Using Multi-parametric Magnetic Resonance Imaging by : Guillaume Lemaître
Download or read book Computer-aided Diagnosis for Prostate Cancer Using Multi-parametric Magnetic Resonance Imaging written by Guillaume Lemaître and published by . This book was released on 2016 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Computational Anatomy Based on Whole Body Imaging by : Hidefumi Kobatake
Download or read book Computational Anatomy Based on Whole Body Imaging written by Hidefumi Kobatake and published by Springer. This book was released on 2017-06-14 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with computational anatomy, an emerging discipline recognized in medical science as a derivative of conventional anatomy. It is also a completely new research area on the boundaries of several sciences and technologies, such as medical imaging, computer vision, and applied mathematics. Computational Anatomy Based on Whole Body Imaging highlights the underlying principles, basic theories, and fundamental techniques in computational anatomy, which are derived from conventional anatomy, medical imaging, computer vision, and applied mathematics, in addition to various examples of applications in clinical data. The book will cover topics on the basics and applications of the new discipline. Drawing from areas in multidisciplinary fields, it provides comprehensive, integrated coverage of innovative approaches to computational anatomy. As well, Computational Anatomy Based on Whole Body Imaging serves as a valuable resource for researchers including graduate students in the field and a connection with the innovative approaches that are discussed. Each chapter has been supplemented with concrete examples of images and illustrations to facilitate understanding even for readers unfamiliar with computational anatomy.
Book Synopsis Biomedical Image Segmentation by : Ayman El-Baz
Download or read book Biomedical Image Segmentation written by Ayman El-Baz and published by CRC Press. This book was released on 2016-11-17 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: As one of the most important tasks in biomedical imaging, image segmentation provides the foundation for quantitative reasoning and diagnostic techniques. A large variety of different imaging techniques, each with its own physical principle and characteristics (e.g., noise modeling), often requires modality-specific algorithmic treatment. In recent years, substantial progress has been made to biomedical image segmentation. Biomedical image segmentation is characterized by several specific factors. This book presents an overview of the advanced segmentation algorithms and their applications.
Book Synopsis Prostate Cancer Imaging by : Ayman El-Baz
Download or read book Prostate Cancer Imaging written by Ayman El-Baz and published by CRC Press. This book was released on 2018-10-31 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers novel strategies and state of the art approaches for automated non-invasive systems for early prostate cancer diagnosis. Prostate cancer is the most frequently diagnosed malignancy after skin cancer and the second leading cause of cancer related male deaths in the USA after lung cancer. However, early detection of prostate cancer increases chances of patients’ survival. Generally, The CAD systems analyze the prostate images in three steps: (i) prostate segmentation; (ii) Prostate description or feature extraction; and (iii) classification of the prostate status. Explores all of the latest research and developments in state-of-the art imaging of the prostate from world class experts. Contains a comprehensive overview of 2D/3D Shape Modeling for MRI data. Presents a detailed examination of automated segmentation of the prostate in 3D imaging. Examines Computer-Aided-Diagnosis through automated techniques. There will be extensive references at the end of each chapter to enhance further study.
Book Synopsis Comprehensive Framework for Computer-aided Prostate Cancer Detection in Multi-parametric MRI by : Audrey Chung
Download or read book Comprehensive Framework for Computer-aided Prostate Cancer Detection in Multi-parametric MRI written by Audrey Chung and published by . This book was released on 2016 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prostate cancer is the most diagnosed form of cancer and one of the leading causes of cancer death in men, but survival rates are relatively high with sufficiently early diagnosis. The current clinical model for initial prostate cancer screening is invasive and subject to overdiagnosis. As such, the use of magnetic resonance imaging (MRI) has recently grown in popularity as a non-invasive imaging-based prostate cancer screening method. In particular, the use of high volume quantitative radiomic features extracted from multi-parametric MRI is gaining attraction for the auto-detection of prostate tumours since it provides a plethora of mineable data which can be used for both detection and prognosis of prostate cancer. Current image-based cancer detection methods, however, face notable challenges that include noise in MR images, variability between different MRI modalities, weak contrast, and non-homogeneous texture patterns, making it difficult for diagnosticians to identify tumour candidates. In this thesis, a comprehensive framework for computer-aided prostate cancer detection using multi-parametric MRI was introduced. The framework consists of two parts: i) a saliency-based method for identifying suspicious regions in multi-parametric MR prostate images based on statistical texture distinctiveness, and ii) automatic prostate tumour candidate detection using a radiomics-driven conditional random field (RD-CRF). The framework was evaluated using real clinical prostate multi-parametric MRI data from 20 patients, and both parts were compared against state-of-the-art approaches. The suspicious region detection method achieved a 1.5% increase in sensitivity, and a 10% increase in specificity and accuracy over the state-of-the-art method, indicating its potential for more visually meaningful identification of suspicious tumour regions. The RD-CRF method was shown to improve the detection of tumour candidates by mitigating sparsely distributed tumour candidates and improving the detected tumour candidates via spatial consistency and radiomic feature relationships. Thus, the developed framework shows potential for aiding medical professionals with performing more efficient and accurate computer-aided prostate cancer detection.
Book Synopsis Abdomen and Thoracic Imaging by : Ayman S. El-Baz
Download or read book Abdomen and Thoracic Imaging written by Ayman S. El-Baz and published by Springer Science & Business Media. This book was released on 2013-11-26 with total page 769 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers novel strategies of state of the art in engineering and clinical analysis and approaches for analyzing abdominal imaging, including lung, mediastinum, pleura, liver, kidney and gallbladder. In the last years the imaging techniques have experienced a tremendous improvement in the diagnosis and characterization of the pathologies that affect abdominal organs. In particular, the introduction of extremely fast CT scanners and high Magnetic field MR Systems allow imaging with an exquisite level of detail the anatomy and pathology of liver, kidney, pancreas, gallbladder as well as lung and mediastinum. Moreover, thanks to the development of powerful computer hardware and advanced mathematical algorithms the quantitative and automated\semi automated diagnosis of the pathology is becoming a reality. Medical image analysis plays an essential role in the medical imaging field, including computer-aided diagnosis, organ/lesion segmentation, image registration, and image-guided therapy. This book will cover all the imaging techniques, potential for applying such imaging clinically, and offer present and future applications as applied to the abdomen and thoracic imaging with the most world renowned scientists in these fields. The main aim of this book is to help advance scientific research within the broad field of abdominal imaging. This book focuses on major trends and challenges in this area, and it presents work aimed to identify new techniques and their use in medical imaging analysis for abdominal imaging.
Book Synopsis Multisensor Data Fusion by : Hassen Fourati
Download or read book Multisensor Data Fusion written by Hassen Fourati and published by CRC Press. This book was released on 2017-12-19 with total page 639 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multisensor Data Fusion: From Algorithms and Architectural Design to Applications covers the contemporary theory and practice of multisensor data fusion, from fundamental concepts to cutting-edge techniques drawn from a broad array of disciplines. Featuring contributions from the world’s leading data fusion researchers and academicians, this authoritative book: Presents state-of-the-art advances in the design of multisensor data fusion algorithms, addressing issues related to the nature, location, and computational ability of the sensors Describes new materials and achievements in optimal fusion and multisensor filters Discusses the advantages and challenges associated with multisensor data fusion, from extended spatial and temporal coverage to imperfection and diversity in sensor technologies Explores the topology, communication structure, computational resources, fusion level, goals, and optimization of multisensor data fusion system architectures Showcases applications of multisensor data fusion in fields such as medicine, transportation's traffic, defense, and navigation Multisensor Data Fusion: From Algorithms and Architectural Design to Applications is a robust collection of modern multisensor data fusion methodologies. The book instills a deeper understanding of the basics of multisensor data fusion as well as a practical knowledge of the problems that can be faced during its execution.
Book Synopsis Imaging and Focal Therapy of Early Prostate Cancer by : Thomas J. Polascik
Download or read book Imaging and Focal Therapy of Early Prostate Cancer written by Thomas J. Polascik and published by Springer. This book was released on 2017-02-22 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text encompass an up-to-date, comprehensive review of the state-of-the-art for gland preserving therapies. Fully updated and revised, this text evaluates the scientific evidence for the evolving trend to treat intermediate risk, clinically localized prostate cancer in a focally ablative manner with novel gland-preserving, focal therapy methods. Various ablative devices such as high intensity focused ultrasound, irreversible electroporation, photodynamic therapy, cryotherapy and laser ablation, among others, is discussed in regard to their strengths and limitations as a therapeutic modality. Emphasis is placed on patient selection and outcomes utilizing both advanced imaging techniques and pathologic evaluation. Current and new approaches to image cancer foci within the prostate (multiparametric ultrasonography, multiparametric magnetic resonance image, etc) are presented along with various biopsy techniques, including robotics to map prostate cancer. Patient selection based on imaging and genomic classification, adjuvants to enhance therapy, treatment strategy, outcomes and patient centered concerns is discussed, providing an acceptable balance between cancer control and improved quality of life for patients. Written by experts in the field and lavishly illustrated with detailed line-art and photographs, Imaging and Focal Therapy of Early Prostate Cancer, Second Edition is designed as a comprehensive resource for urologists, radiation oncologists, medical oncologists, radiologists, uropathologists, molecular biologists, biomedical engineers, other clinicians –- residents, fellows, nurses and allied professionals -- and researchers with an interest in the diagnosis and novel treatment of prostate cancer. It will provide insight into the latest research and clinical applications of image-guided diagnosis and minimally invasive focal, gland-preserving treatment for prostate cancer.
Book Synopsis Anatomy for Urologic Surgeons in the Digital Era by : Emre Huri
Download or read book Anatomy for Urologic Surgeons in the Digital Era written by Emre Huri and published by Springer Nature. This book was released on 2021-11-01 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a practical guide in the use of imaging and visualization technologies in urology. It details how output from diagnostic systems, can be represented through synthetic, virtual and augmented reality tools, such as holograms and three dimensional (3D) modelling and how they can improve everyday surgical procedures including laparoscopic, robotic-assisted, open, endoscopic along with the latest and most innovative approaches. Anatomy for Urologic Surgeons in the Digital Era: Scanning, Modelling and 3D Printing systematically reviews diagnostic imaging, visualization tools available in urology and is a valuable resource for all practicing and in-training urological surgeons.
Book Synopsis Modelling Radiotherapy Side Effects by : Tiziana Rancati
Download or read book Modelling Radiotherapy Side Effects written by Tiziana Rancati and published by CRC Press. This book was released on 2019-06-11 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: The treatment of a patient with radiation therapy is planned to find the optimal way to treat a tumour while minimizing the dose received by the surrounding normal tissues. In order to better exploit the possibilities of this process, the availability of accurate and quantitative knowledge of the peculiar responses of the different tissues is of paramount importance. This book provides an invaluable tutorial for radiation oncologists, medical physicists, and dosimetrists involved in the planning optimization phase of treatment. It presents a practical, accessible, and comprehensive summary of the field’s current research and knowledge regarding the response of normal tissues to radiation. This is the first comprehensive attempt to do so since the publication of the QUANTEC guidelines in 2010. Features: Addresses the lack of systemization in the field, providing educational materials on predictive models, including methods, tools, and the evaluation of uncertainties Collects the combined effects of features, other than dose, in predicting the risk of toxicity in radiation therapy Edited by two leading experts in the field
Book Synopsis Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 by : Anne L. Martel
Download or read book Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 written by Anne L. Martel and published by Springer Nature. This book was released on 2020-10-02 with total page 867 pages. Available in PDF, EPUB and Kindle. Book excerpt: The seven-volume set LNCS 12261, 12262, 12263, 12264, 12265, 12266, and 12267 constitutes the refereed proceedings of the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, held in Lima, Peru, in October 2020. The conference was held virtually due to the COVID-19 pandemic. The 542 revised full papers presented were carefully reviewed and selected from 1809 submissions in a double-blind review process. The papers are organized in the following topical sections: Part I: machine learning methodologies Part II: image reconstruction; prediction and diagnosis; cross-domain methods and reconstruction; domain adaptation; machine learning applications; generative adversarial networks Part III: CAI applications; image registration; instrumentation and surgical phase detection; navigation and visualization; ultrasound imaging; video image analysis Part IV: segmentation; shape models and landmark detection Part V: biological, optical, microscopic imaging; cell segmentation and stain normalization; histopathology image analysis; opthalmology Part VI: angiography and vessel analysis; breast imaging; colonoscopy; dermatology; fetal imaging; heart and lung imaging; musculoskeletal imaging Part VI: brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; positron emission tomography
Download or read book Prostate Cancer written by Sam S. Chang and published by Springer. This book was released on 2018-05-10 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prostate cancer is the most frequent genitourinary malignancy that garners significant medical and media attention. Over the past decade significant new discoveries have been made that have enabled substantial improvements in screening, diagnosis and management of this disease. Importantly, there has been constant evolution of the best way to treat these patients. This text will provide a single, comprehensive reference source that incorporates all the latest information regarding prostate cancer. It will serve as an easy reference source for researchers, clinicians, individuals in training, allied health professionals and medical students regarding prostate cancer by focusing on the controversial points of debate. New data regarding PSA screening, prostate cancer biomarkers, diagnostic evaluation techniques, surveillance protocols, and treatment interventions for localized and more advanced disease will be discussed. Gaps in current knowledge and areas for future research will be highlighted. Ongoing important clinical trials which could imminently yield significant new knowledge will be discussed. Uniquely to all of the above will be the clinical scenario-based format of this text. For the practicing physician, the prostate cancer screening and treatment situations will hopefully become better understood. We will incorporate key educational concepts in the framework of patient situations with evidence-based discussions of screening, diagnosis, evaluation, and therapeutic management. To provide even more insight, we plan on a comment section from leaders in the field that will be more “opinion-based” allowing the reader to get access to experienced physicians’ thought processes and practice patterns. All chapters will be authored by experts in their respective fields and incorporate original figures and illustrations to the extent possible. We anticipate that this book will quickly become the ready reference source for professionals and students in various fields with an interest in the management of a complex and multifaceted disease such as prostate cancer. The book will be comprehensive and encompass the entire the spectrum of prostate cancer. The information will be presented in a succinct and easily understandable manner so as to appeal to both scientists and clinicians.
Book Synopsis Image-Based Computer-Assisted Radiation Therapy by : Hidetaka Arimura
Download or read book Image-Based Computer-Assisted Radiation Therapy written by Hidetaka Arimura and published by Springer. This book was released on 2017-01-26 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
