Guide to Medical Image Analysis

Written By Klaus D. Toennies
Guide to Medical Image Analysis
  • Publsiher : Springer
  • Release : 29 March 2017
  • ISBN : 1447173201
  • Pages : 589 pages
  • Rating : /5 from reviews
GET THIS BOOKGuide to Medical Image Analysis


Download or read book entitled Guide to Medical Image Analysis by author: Klaus D. Toennies which was release on 29 March 2017 and published by Springer with total page 589 pages . This book available in PDF, EPUB and Kindle Format. This comprehensive guide provides a uniquely practical, application-focused introduction to medical image analysis. This fully updated new edition has been enhanced with material on the latest developments in the field, whilst retaining the original focus on segmentation, classification and registration. Topics and features: presents learning objectives, exercises and concluding remarks in each chapter; describes a range of common imaging techniques, reconstruction techniques and image artifacts, and discusses the archival and transfer of images; reviews an expanded selection of techniques for image enhancement, feature detection, feature generation, segmentation, registration, and validation; examines analysis methods in view of image-based guidance in the operating room (NEW); discusses the use of deep convolutional networks for segmentation and labeling tasks (NEW); includes appendices on Markov random field optimization, variational calculus and principal component analysis.

Guide to Medical Image Analysis

Guide to Medical Image Analysis
  • Author : Klaus D. Toennies
  • Publisher : Springer
  • Release Date : 2017-03-29
  • Total pages : 589
  • ISBN : 1447173201
GET BOOK

Summary : This comprehensive guide provides a uniquely practical, application-focused introduction to medical image analysis. This fully updated new edition has been enhanced with material on the latest developments in the field, whilst retaining the original focus on segmentation, classification and registration. Topics and features: presents learning objectives, exercises and concluding remarks ...

Introduction to Medical Image Analysis

Introduction to Medical Image Analysis
  • Author : Rasmus R. Paulsen,Thomas B. Moeslund
  • Publisher : Springer
  • Release Date : 2020-05-27
  • Total pages : 186
  • ISBN : 1447173201
GET BOOK

Summary : This easy-to-follow textbook presents an engaging introduction to the fascinating world of medical image analysis. Avoiding an overly mathematical treatment, the text focuses on intuitive explanations, illustrating the key algorithms and concepts in a way which will make sense to students from a broad range of different backgrounds. Topics and ...

Deep Learning for Medical Image Analysis

Deep Learning for Medical Image Analysis
  • Author : S. Kevin Zhou,Hayit Greenspan,Dinggang Shen
  • Publisher : Academic Press
  • Release Date : 2017-01-18
  • Total pages : 458
  • ISBN : 1447173201
GET BOOK

Summary : Deep learning is providing exciting solutions for medical image analysis problems and is seen as a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep learning as a core ...

Advanced Machine Vision Paradigms for Medical Image Analysis

Advanced Machine Vision Paradigms for Medical Image Analysis
  • Author : Tapan K. Gandhi,Siddhartha Bhattacharyya,Sourav De,Debanjan Konar,Sandip Dey
  • Publisher : Academic Press
  • Release Date : 2020-08-11
  • Total pages : 308
  • ISBN : 1447173201
GET BOOK

Summary : Computer vision and machine intelligence paradigms are prominent in the domain of medical image applications, including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics. Medical image analysis and understanding are daunting tasks owing to the massive influx of multi-modal medical image data generated during ...

Medical Image Analysis

Medical Image Analysis
  • Author : Atam P. Dhawan
  • Publisher : John Wiley & Sons
  • Release Date : 2011-03-29
  • Total pages : 400
  • ISBN : 1447173201
GET BOOK

Summary : The expanded and revised edition will split Chapter 4 to include more details and examples in FMRI, DTI, and DWI for MR image modalities. The book will also expand ultrasound imaging to 3-D dynamic contrast ultrasound imaging in a separate chapter. A new chapter on Optical Imaging Modalities elaborating microscopy, confocal ...

Medical Image Processing

Medical Image Processing
  • Author : Geoff Dougherty
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-07-25
  • Total pages : 380
  • ISBN : 1447173201
GET BOOK

Summary : The book is designed for end users in the field of digital imaging, who wish to update their skills and understanding with the latest techniques in image analysis. The book emphasizes the conceptual framework of image analysis and the effective use of image processing tools. It uses applications in a ...

Medical Image Analysis and Informatics

Medical Image Analysis and Informatics
  • Author : Paulo Mazzoncini de Azevedo-Marques,Arianna Mencattini,Marcello Salmeri,Rangaraj M. Rangayyan
  • Publisher : CRC Press
  • Release Date : 2018-03-05
  • Total pages : 518
  • ISBN : 1447173201
GET BOOK

Summary : With the development of rapidly increasing medical imaging modalities and their applications, the need for computers and computing in image generation, processing, visualization, archival, transmission, modeling, and analysis has grown substantially. Computers are being integrated into almost every medical imaging system. Medical Image Analysis and Informatics demonstrates how quantitative analysis ...

Color Medical Image Analysis

Color Medical Image Analysis
  • Author : M. Emre Celebi,Gerald Schaefer
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-09-16
  • Total pages : 206
  • ISBN : 1447173201
GET BOOK

Summary : Since the early 20th century, medical imaging has been dominated by monochrome imaging modalities such as x-ray, computed tomography, ultrasound, and magnetic resonance imaging. As a result, color information has been overlooked in medical image analysis applications. Recently, various medical imaging modalities that involve color information have been introduced. These ...

Handbook of Medical Image Processing and Analysis

Handbook of Medical Image Processing and Analysis
  • Author : Isaac Bankman
  • Publisher : Elsevier
  • Release Date : 2008-12-24
  • Total pages : 1000
  • ISBN : 1447173201
GET BOOK

Summary : The Handbook of Medical Image Processing and Analysis is a comprehensive compilation of concepts and techniques used for processing and analyzing medical images after they have been generated or digitized. The Handbook is organized into six sections that relate to the main functions: enhancement, segmentation, quantification, registration, visualization, and compression, ...

Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis

Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis
  • Author : Milan Sonka,Ioannis A. Kakadiaris,Jan Kybic
  • Publisher : Springer Science & Business Media
  • Release Date : 2004-09-20
  • Total pages : 444
  • ISBN : 1447173201
GET BOOK

Summary : Medical imaging and medical image analysisare rapidly developing. While m- ical imaging has already become a standard of modern medical care, medical image analysis is still mostly performed visually and qualitatively. The ev- increasing volume of acquired data makes it impossible to utilize them in full. Equally important, the visual ...

Ophthalmic Medical Image Analysis

Ophthalmic Medical Image Analysis
  • Author : Huazhu Fu,Mona K. Garvin,Tom MacGillivray,Yanwu Xu,Yalin Zheng
  • Publisher : Springer
  • Release Date : 2020-11-20
  • Total pages : 218
  • ISBN : 1447173201
GET BOOK

Summary : This book constitutes the refereed proceedings of the 6th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2020, held in conjunction with the 23rd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2020, in Lima, Peru, in October 2020. The workshop was held virtually due to the COVID-19 crisis. The 21 papers presented ...

Ophthalmic Medical Image Analysis

Ophthalmic Medical Image Analysis
  • Author : Huazhu Fu,Mona K. Garvin,Tom MacGillivray,Yanwu Xu,Yalin Zheng
  • Publisher : Springer
  • Release Date : 2019-10-18
  • Total pages : 192
  • ISBN : 1447173201
GET BOOK

Summary : This book constitutes the refereed proceedings of the 6th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2019, held in conjunction with the 22nd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2019, in Shenzhen, China, in October 2019. The 22 full papers (out of 36 submissions) presented at OMIA 2019 were carefully reviewed and ...

Graphs in Biomedical Image Analysis Computational Anatomy and Imaging Genetics

Graphs in Biomedical Image Analysis  Computational Anatomy and Imaging Genetics
  • Author : M. Jorge Cardoso,Tal Arbel,Enzo Ferrante,Xavier Pennec,Adrian V. Dalca,Sarah Parisot,Sarang Joshi,Nematollah K. Batmanghelich,Aristeidis Sotiras,Mads Nielsen,Mert R. Sabuncu,Tom Fletcher,Li Shen,Stanley Durrleman,Stefan Sommer
  • Publisher : Springer
  • Release Date : 2017-09-06
  • Total pages : 250
  • ISBN : 1447173201
GET BOOK

Summary : This book constitutes the refereed joint proceedings of the First International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2017, the 6th International Workshop on Mathematical Foundations of Computational Anatomy, MFCA 2017, and the Third International Workshop on Imaging Genetics, MICGen 2017, held in conjunction with the 20th International Conference on Medical Imaging ...

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
  • Author : M. Jorge Cardoso,Tal Arbel,Gustavo Carneiro,Tanveer Syeda-Mahmood,João Manuel R.S. Tavares,Mehdi Moradi,Andrew Bradley,Hayit Greenspan,João Paulo Papa,Anant Madabhushi,Jacinto C. Nascimento,Jaime S. Cardoso,Vasileios Belagiannis,Zhi Lu
  • Publisher : Springer
  • Release Date : 2017-09-07
  • Total pages : 385
  • ISBN : 1447173201
GET BOOK

Summary : This book constitutes the refereed joint proceedings of the Third International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2017, and the 6th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Qué...

Riemannian Geometric Statistics in Medical Image Analysis

Riemannian Geometric Statistics in Medical Image Analysis
  • Author : Xavier Pennec,Stefan Sommer,Tom Fletcher
  • Publisher : Academic Press
  • Release Date : 2019-09
  • Total pages : 636
  • ISBN : 1447173201
GET BOOK

Summary : 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 ...