medical image recognition segmentation and parsing

Medical Image Recognition  Segmentation And Parsing
Author: S. Kevin Zhou
Publisher: Academic Press
Release Date: 2015-12-11
Pages: 542
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This book describes the technical problems and solutions for automatically recognizing and parsing a medical image into multiple objects, structures, or anatomies. It gives all the key methods, including state-of- the-art approaches based on machine learning, for recognizing or detecting, parsing or segmenting, a cohort of anatomical structures from a medical image. Written by top experts in Medical Imaging, this book is ideal for university researchers and industry practitioners in medical imaging who want a complete reference on key methods, algorithms and applications in medical image recognition, segmentation and parsing of multiple objects. Learn: Research challenges and problems in medical image recognition, segmentation and parsing of multiple objects Methods and theories for medical image recognition, segmentation and parsing of multiple objects Efficient and effective machine learning solutions based on big datasets Selected applications of medical image parsing using proven algorithms Provides a comprehensive overview of state-of-the-art research on medical image recognition, segmentation, and parsing of multiple objects Presents efficient and effective approaches based on machine learning paradigms to leverage the anatomical context in the medical images, best exemplified by large datasets Includes algorithms for recognizing and parsing of known anatomies for practical applications

Handbook Of Medical Image Computing And Computer Assisted Intervention
Author: S. Kevin Zhou
Publisher: Academic Press
Release Date: 2019-10-18
Pages: 1072
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

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

Machine Learning In Medical Imaging
Author: Qian Wang
Publisher: Springer
Release Date: 2017-09-06
Pages: 391
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This book constitutes the refereed proceedings of the 8th International Workshop on Machine Learning in Medical Imaging, MLMI 2017, held in conjunction with MICCAI 2017, in Quebec City, QC, Canada, in September 2017. The 44 full papers presented in this volume were carefully reviewed and selected from 63 submissions. The main aim of this workshop is to help advance scientific research within the broad field of machine learning in medical imaging. The workshop focuses on major trends and challenges in this area, and presents works aimed to identify new cutting-edge techniques and their use in medical imaging.

Finite Element Method And Medical Imaging Techniques In Bone Biomechanics
Author: Rabeb Ben Kahla
Publisher: John Wiley & Sons
Release Date: 2020-01-02
Pages: 200
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Digital models based on data from medical images have recently become widespread in the field of biomechanics. This book summarizes medical imaging techniques and processing procedures, both of which are necessary for creating bone models with finite element methods. Chapter 1 introduces the main principles and the application of the most commonly used medical imaging techniques. Chapter 2 describes the major methods and steps of medical image analysis and processing. Chapter 3 presents a brief review of recent studies on reconstructed finite element bone models, based on medical images. Finally, Chapter 4 reveals the digital results obtained for the main bone sites that have been targeted by finite element modeling in recent years.

Medical Computer Vision
Author: Bjoern Menze
Publisher: Springer
Release Date: 2011-02-02
Pages: 226
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Medical Computer Vision, MCV 2010, held in Beijing, China, in September 2010 as a satellite event of the 13th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2010. The 10 revised full papers and 11 revised poster papers presented were carefully reviewed and selected from 38 initial submissions. The papers explore the use of modern image recognition technology in tasks such as semantic anatomy parsing, automatic segmentation and quantification, anomaly detection and categorization, data harvesting, semantic navigation and visualization, data organization and clustering, and general-purpose automatic understanding of medical images.

Medical Image Computing And Computer Assisted Intervention     MICCAI 2020
Author: Anne L. Martel
Publisher: Springer Nature
Release Date:
Pages:
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Machine Learning In Medical Imaging
Author: Guorong Wu
Publisher: Springer
Release Date: 2014-09-05
Pages: 332
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This book constitutes the refereed proceedings of the 5th International Workshop on Machine Learning in Medical Imaging, MLMI 2014, held in conjunction with the International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2014, in Cambridge, MA, USA, in September 2014. The 40 contributions included in this volume were carefully reviewed and selected from 70 submissions. They focus on major trends and challenges in the area of machine learning in medical imaging and aim to identify new cutting-edge techniques and their use in medical imaging.

Decision Forests For Computer Vision And Medical Image Analysis
Author: Antonio Criminisi
Publisher: Springer Science & Business Media
Release Date: 2013-01-30
Pages: 368
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This practical and easy-to-follow text explores the theoretical underpinnings of decision forests, organizing the vast existing literature on the field within a new, general-purpose forest model. Topics and features: with a foreword by Prof. Y. Amit and Prof. D. Geman, recounting their participation in the development of decision forests; introduces a flexible decision forest model, capable of addressing a large and diverse set of image and video analysis tasks; investigates both the theoretical foundations and the practical implementation of decision forests; discusses the use of decision forests for such tasks as classification, regression, density estimation, manifold learning, active learning and semi-supervised classification; includes exercises and experiments throughout the text, with solutions, slides, demo videos and other supplementary material provided at an associated website; provides a free, user-friendly software library, enabling the reader to experiment with forests in a hands-on manner.

Visual Information And Information Systems
Author: Nies Huijsmans
Publisher: Springer Science & Business Media
Release Date: 1999-05-19
Pages: 834
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

This book constitutes the refereed proceedings of the Third International Conference on Visual Information Systems, VISUAL'99, held in Amsterdam, The Netherlands, in June 1999. The 100 revised papers presented were carefully reviewed and selected from numerous submissions. The book is divided into topical sections on visual information systems, interactive visual query, Internet search engines, video parsing, spatial data, visual languages, features and indexes for image retrieval, object retrieval, ranking and performance, shape retrieval, retrieval systems, image compression, virtual environments, recognition systems, and visualization systems.

Pattern Recognition And Machine Intelligence
Author: Bhabesh Deka
Publisher: Springer Nature
Release Date: 2020-01-09
Pages: 583
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

The two-volume set of LNCS 11941 and 11942 constitutes the refereed proceedings of the 8th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2019, held in Tezpur, India, in December 2019. The 131 revised full papers presented were carefully reviewed and selected from 341 submissions. They are organized in topical sections named: Pattern Recognition; Machine Learning; Deep Learning; Soft and Evolutionary Computing; Image Processing; Medical Image Processing; Bioinformatics and Biomedical Signal Processing; Information Retrieval; Remote Sensing; Signal and Video Processing; and Smart and Intelligent Sensors.

Proceedings
Author:
Publisher:
Release Date: 2005
Pages:
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Index To IEEE Publications
Author: Institute of Electrical and Electronics Engineers
Publisher:
Release Date: 1989
Pages:
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Issues for 1973- cover the entire IEEE technical literature.

Emerging Trends In Image Processing  Computer Vision And Pattern Recognition
Author: Leonidas Deligiannidis
Publisher: Morgan Kaufmann
Release Date: 2014-12-09
Pages: 640
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Emerging Trends in Image Processing, Computer Vision, and Pattern Recognition discusses the latest in trends in imaging science which at its core consists of three intertwined computer science fields, namely: Image Processing, Computer Vision, and Pattern Recognition. There is significant renewed interest in each of these three fields fueled by Big Data and Data Analytic initiatives including but not limited to; applications as diverse as computational biology, biometrics, biomedical imaging, robotics, security, and knowledge engineering. These three core topics discussed here provide a solid introduction to image processing along with low-level processing techniques, computer vision fundamentals along with examples of applied applications and pattern recognition algorithms and methodologies that will be of value to the image processing and computer vision research communities. Drawing upon the knowledge of recognized experts with years of practical experience and discussing new and novel applications Editors’ Leonidas Deligiannidis and Hamid Arabnia cover; Many perspectives of image processing spanning from fundamental mathematical theory and sampling, to image representation and reconstruction, filtering in spatial and frequency domain, geometrical transformations, and image restoration and segmentation Key application techniques in computer vision some of which are camera networks and vision, image feature extraction, face and gesture recognition and biometric authentication Pattern recognition algorithms including but not limited to; Supervised and unsupervised classification algorithms, Ensemble learning algorithms, and parsing algorithms. How to use image processing and visualization to analyze big data. Discusses novel applications that can benefit from image processing, computer vision and pattern recognition such as computational biology, biometrics, biomedical imaging, robotics, security, and knowledge engineering. Covers key application techniques in computer vision from fundamentals to mid to high level processing some of which are camera networks and vision, image feature extraction, face and gesture recognition and biometric authentication. Presents a number of pattern recognition algorithms and methodologies including but not limited to; supervised and unsupervised classification algorithms, Ensemble learning algorithms, and parsing algorithms. Explains how to use image processing and visualization to analyze big data.

Encyclopedia Of Statistical Sciences  Icing The Tails To Limit Theorems
Author: Samuel Kotz
Publisher: Wiley-Interscience
Release Date: 1982
Pages: 672
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Preis für alle 9 Bände: _ 417,33 Vol. 1- 02401270, Vol 2- 02401287, Vol 3- 02401294, Vol 4- 02401300, Vol 5- 02401317, Vol 6- 02401324, Vol 7- 02401331, Vol 8- 02401348, Vol 9- 02401355

Medical Electronics And Communications Abstracts
Author:
Publisher:
Release Date: 1983
Pages:
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Neural Information Processing
Author: Tom Gedeon
Publisher: Springer Nature
Release Date: 2019-12-06
Pages: 782
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

The two-volume set CCIS 1142 and 1143 constitutes thoroughly refereed contributions presented at the 26th International Conference on Neural Information Processing, ICONIP 2019, held in Sydney, Australia, in December 2019. For ICONIP 2019 a total of 345 papers was carefully reviewed and selected for publication out of 645 submissions. The 168 papers included in this volume set were organized in topical sections as follows: adversarial networks and learning; convolutional neural networks; deep neural networks; embeddings and feature fusion; human centred computing; human centred computing and medicine; human centred computing for emotion; hybrid models; image processing by neural techniques; learning from incomplete data; model compression and optimization; neural network applications; neural network models; semantic and graph based approaches; social network computing; spiking neuron and related models; text computing using neural techniques; time-series and related models; and unsupervised neural models.

Storage And Retrieval Methods And Applications For Multimedia 2004
Author: Rainer W. Lienhart
Publisher: Society of Photo Optical
Release Date: 2004
Pages: 590
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Proceedings of SPIE present the original research papers presented at SPIE conferences and other high-quality conferences in the broad-ranging fields of optics and photonics. These books provide prompt access to the latest innovations in research and technology in their respective fields. Proceedings of SPIE are among the most cited references in patent literature.

Pattern Recognition And Computer Vision
Author: Yuxin Peng
Publisher: Springer Nature
Release Date: 2020-10-11
Pages: 765
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

The three-volume set LNCS 12305, 12306, and 12307 constitutes the refereed proceedings of the Third Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2020, held virtually in Nanjing, China, in October 2020. The 158 full papers presented were carefully reviewed and selected from 402 submissions. The papers have been organized in the following topical sections: Part I: Computer Vision and Application, Part II: Pattern Recognition and Application, Part III: Machine Learning.

Visual Communications And Image Processing
Author:
Publisher:
Release Date: 1989
Pages:
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS:

Visual Communications And Image Processing IV
Author: William A. Pearlman
Publisher:
Release Date: 1989
Pages: 1676
ISBN:
Available Language: English, Spanish, And French
EBOOK SYNOPSIS: