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Riemannian Geometric Statistics In Medical Image Analysis

Riemannian Geometric Statistics in Medical Image Analysis PDF
Author: Xavier Pennec
Publisher: Academic Press
ISBN: 0128147261
Size: 63.24 MB
Format: PDF
Category : Computers
Languages : en
Pages : 636
View: 4487

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Riemannian Geometric Statistics In Medical Image Analysis

by Xavier Pennec, Riemannian Geometric Statistics In Medical Image Analysis Books available in PDF, EPUB, Mobi Format. Download Riemannian Geometric Statistics In Medical Image Analysis books, Over the past 15 years, there has been a growing need in the medical image computing community for principled methods to process nonlinear geometric data. Riemannian geometry has emerged as one of the most powerful mathematical and computational frameworks for analyzing such data. Riemannian Geometric Statistics in Medical Image Analysis is a complete reference on statistics on Riemannian manifolds and more general nonlinear spaces with applications in medical image analysis. It provides an introduction to the core methodology followed by a presentation of state-of-the-art methods. Beyond medical image computing, the methods described in this book may also apply to other domains such as signal processing, computer vision, geometric deep learning, and other domains where statistics on geometric features appear. As such, the presented core methodology takes its place in the field of geometric statistics, the statistical analysis of data being elements of nonlinear geometric spaces. The foundational material and the advanced techniques presented in the later parts of the book can be useful in domains outside medical imaging and present important applications of geometric statistics methodology Content includes: The foundations of Riemannian geometric methods for statistics on manifolds with emphasis on concepts rather than on proofs Applications of statistics on manifolds and shape spaces in medical image computing Diffeomorphic deformations and their applications As the methods described apply to domains such as signal processing (radar signal processing and brain computer interaction), computer vision (object and face recognition), and other domains where statistics of geometric features appear, this book is suitable for researchers and graduate students in medical imaging, engineering and computer science. A complete reference covering both the foundations and state-of-the-art methods Edited and authored by leading researchers in the field Contains theory, examples, applications, and algorithms Gives an overview of current research challenges and future applications




Shape In Medical Imaging

Shape in Medical Imaging PDF
Author: Martin Reuter
Publisher: Springer Nature
ISBN: 303061056X
Size: 71.20 MB
Format: PDF
Category :
Languages : en
Pages :
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Shape In Medical Imaging

by Martin Reuter, Shape In Medical Imaging Books available in PDF, EPUB, Mobi Format. Download Shape In Medical Imaging books,




Handbook Of Medical Image Computing And Computer Assisted Intervention

Handbook of Medical Image Computing and Computer Assisted Intervention PDF
Author: S. Kevin Zhou
Publisher: Academic Press
ISBN: 0128165863
Size: 70.58 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 1072
View: 7157

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Handbook Of Medical Image Computing And Computer Assisted Intervention

by S. Kevin Zhou, Handbook Of Medical Image Computing And Computer Assisted Intervention Books available in PDF, EPUB, Mobi Format. Download Handbook Of Medical Image Computing And Computer Assisted Intervention books, Handbook of Medical Image Computing and Computer Assisted Intervention presents important advanced methods and state-of-the art research in medical image computing and computer assisted intervention, providing a comprehensive reference on current technical approaches and solutions, while also offering proven algorithms for a variety of essential medical imaging applications. This book is written primarily for university researchers, graduate students and professional practitioners (assuming an elementary level of linear algebra, probability and statistics, and signal processing) working on medical image computing and computer assisted intervention. Presents the key research challenges in medical image computing and computer-assisted intervention Written by leading authorities of the Medical Image Computing and Computer Assisted Intervention (MICCAI) Society Contains state-of-the-art technical approaches to key challenges Demonstrates proven algorithms for a whole range of essential medical imaging applications Includes source codes for use in a plug-and-play manner Embraces future directions in the fields of medical image computing and computer-assisted intervention




Statistics And Analysis Of Shapes

Statistics and Analysis of Shapes PDF
Author: Hamid Krim
Publisher: Springer Science & Business Media
ISBN: 9780817644819
Size: 56.82 MB
Format: PDF, ePub, Docs
Category : Mathematics
Languages : en
Pages : 396
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Statistics And Analysis Of Shapes

by Hamid Krim, Statistics And Analysis Of Shapes Books available in PDF, EPUB, Mobi Format. Download Statistics And Analysis Of Shapes books, The subject of pattern analysis and recognition pervades many aspects of our daily lives, including user authentication in banking, object retrieval from databases in the consumer sector, and the omnipresent surveillance and security measures around sensitive areas. Shape analysis, a fundamental building block in many approaches to these applications, is also used in statistics, biomedical applications (Magnetic Resonance Imaging), and many other related disciplines. With contributions from some of the leading experts and pioneers in the field, this self-contained, unified volume is the first comprehensive treatment of theory, methods, and algorithms available in a single resource. Developments are discussed from a rapidly increasing number of research papers in diverse fields, including the mathematical and physical sciences, engineering, and medicine.




Medical Image Computing And Computer Assisted Intervention Miccai 2010

Medical Image Computing and Computer Assisted Intervention    MICCAI 2010 PDF
Author: Tianzi Jiang
Publisher: Springer Science & Business Media
ISBN: 3642157041
Size: 13.35 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 709
View: 1936

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Medical Image Computing And Computer Assisted Intervention Miccai 2010

by Tianzi Jiang, Medical Image Computing And Computer Assisted Intervention Miccai 2010 Books available in PDF, EPUB, Mobi Format. Download Medical Image Computing And Computer Assisted Intervention Miccai 2010 books, The three-volume set LNCS 6361, 6362 and 6363 constitutes the refereed proceedings of the 13th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2010, held in Beijing, China, in September 2010. Based on rigorous peer reviews, the program committee carefully selected 251 revised papers from 786 submissions for presentation in three volumes. The first volume includes 84 papers organized in topical sections on computer-aided diagnosis, planning and guidance of interventions, image segmentation, image reconstruction and restoration, functional and diffusion-weighted MRI, modeling and simulation, instrument and patient localization and tracking, quantitative image analysis, image registration, computational and interventional cardiology, and diffusion tensor MR imaging and analysis.




Mathematical Reviews

Mathematical Reviews PDF
Author:
Publisher:
ISBN:
Size: 52.83 MB
Format: PDF
Category : Mathematics
Languages : en
Pages :
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Mathematical Reviews

by , Mathematical Reviews Books available in PDF, EPUB, Mobi Format. Download Mathematical Reviews books,




Medical Image Computing And Computer Assisted Intervention Miccai 98

Medical Image Computing and Computer Assisted Intervention   MICCAI 98 PDF
Author: William M. Wells
Publisher: Springer Science & Business Media
ISBN: 9783540651369
Size: 50.88 MB
Format: PDF
Category : Medical
Languages : en
Pages : 1258
View: 7038

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Medical Image Computing And Computer Assisted Intervention Miccai 98

by William M. Wells, Medical Image Computing And Computer Assisted Intervention Miccai 98 Books available in PDF, EPUB, Mobi Format. Download Medical Image Computing And Computer Assisted Intervention Miccai 98 books, This book constitutes the refereed proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI'98, held in Cambridge, MA, USA, in October 1998. The 134 revised papers presented were carefully selected from a total of 243 submissions. The book is divided into topical sections on surgical planning, surgical navigation and measurements, cardiac image analysis, medical robotic systems, surgical systems and simulators, segmentation, computational neuroanatomy, biomechanics, detection in medical images, data acquisition and processing, neurosurgery and neuroscience, shape analysis, feature extraction, registration, and ultrasound.




Emerging Trends In Visual Computing

Emerging Trends in Visual Computing PDF
Author: Frank Nielsen
Publisher: Springer Science & Business Media
ISBN: 3642008259
Size: 56.35 MB
Format: PDF, ePub, Docs
Category : Computers
Languages : en
Pages : 386
View: 5299

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Emerging Trends In Visual Computing

by Frank Nielsen, Emerging Trends In Visual Computing Books available in PDF, EPUB, Mobi Format. Download Emerging Trends In Visual Computing books, This book is an outcome of the LIX Fall Colloquium on the Emerging Trends in Visual Computing, ETVC 2008, which was held in Palaiseau, France, November 18-20, 2008. During the event, 25 renowned invited speakers gave lectures on their areas of expertise within the field of visual computing. From these talks, a total of 15 state-of-the-art articles have been assembled in this volume. All articles were thoroughly reviewed and improved, according to the suggestions of the referees. The 15 contributions presented in this state-of-the-art survey are organized in topical sections on: geometric computing, information geometry and applications, computer graphics and vision, information retrieval, and medical imaging and computational anatomy. They are preceded by the abstracts of the talks given at ETVC 2008.