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Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, M. Jorge Cardoso; Tal Arbel; Gustavo Carneiro; Tan


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Автор: M. Jorge Cardoso; Tal Arbel; Gustavo Carneiro; Tan
Название:  Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
ISBN: 9783319675572
Издательство: Springer
Классификация:






ISBN-10: 3319675575
Обложка/Формат: Paperback
Страницы: 385
Вес: 0.57 кг.
Дата издания: 09.09.2017
Серия: Image Processing, Computer Vision, Pattern Recognition, and Graphics
Язык: English
Издание: 1st ed. 2017
Иллюстрации: 169 illustrations, black and white; xvi, 347 p. 169 illus.
Размер: 234 x 156 x 21
Читательская аудитория: General (us: trade)
Основная тема: Computer Science
Подзаголовок: Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS 2017, Held in Conjunction with MICCAI 2017, Qu?bec City, QC, Canada, September 14, Proceedings
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание:

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 Quebec City, QC, Canada, in September 2017.

The 38 full papers presented at DLMIA 2017 and the 5 full papers presented at ML-CDS 2017 were carefully reviewed and selected. The DLMIA papers focus on the design and use of deep learning methods in medical imaging. The ML-CDS papers discuss new techniques of multimodal mining/retrieval and their use in clinical decision support.




Machine Learning for Multimodal Interaction

Автор: Andrei Popescu-Belis; Rainer Stiefelhagen
Название: Machine Learning for Multimodal Interaction
ISBN: 3540858520 ISBN-13(EAN): 9783540858522
Издательство: Springer
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Цена: 10480.00 р.
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Описание: Constitutes the refereed proceedings of the 5th International Workshop on Machine Learning for Multimodal Interaction, MLMI 2008, held in Utrecht, The Netherlands, in September 2008. This title features papers that cover a wide range of topics related to human-human communication modeling and processing, as well as to human-computer interaction.

Multimodal Biometrics And Intelligent Image Processing For Security System

Автор: Gavrilova & Monwar
Название: Multimodal Biometrics And Intelligent Image Processing For Security System
ISBN: 1466636467 ISBN-13(EAN): 9781466636460
Издательство: Mare Nostrum (Eurospan)
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Цена: 28413.00 р.
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Описание: Although it is a relatively new approach to biometric knowledge representation, multimodal biometric systems have emerged as an innovative alternative that aids in developing a more reliable and efficient security system. <br><br><em>Multimodal Biometrics and Intelligent Image Processing for Security Systems</em> provides an in-depth description of existing and fresh fusion approaches for multimodal biometric systems. Covering relevant topics affecting the security and intelligent industries, this reference will be useful for readers from both academia and industry in the areas of pattern recognition, security, and image processing domains.

Medical Content-Based Retrieval for Clinical Decision Support

Автор: Hayit Greenspan; Henning M?ller; Tanveer Syeda-Mah
Название: Medical Content-Based Retrieval for Clinical Decision Support
ISBN: 3642366775 ISBN-13(EAN): 9783642366772
Издательство: Springer
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Цена: 6429.00 р.
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Описание: Workshop Overview.- Overview of the Third Workshop on Medical Content-Based Retrieval for Clinical Decision Support (MCBR-CDS 2012).- Invited Talk.- A Polynomial Model of Surgical Gestures for Real-Time Retrieval of Surgery Videos.- Methods.- Exploiting 3D Part-Based Analysis, Description and Indexing to Support Medical Applications.- Skull Retrieval for Craniosynostosis Using Sparse Logistic Regression Models.- 3D/4D Data Retrieval.- Retrieval of 4D Dual Energy CT for Pulmonary Embolism Diagnosis.- Immediate ROI Search for 3-D Medical Images.- The Synergy of 3D SIFT and Sparse Codes for Classification of Viewpoints from Echocardiogram Videos.- Assessing the Classification of Liver Focal Lesions by Using Multi-phase Computer Tomography Scans.- Invited Talk.- VISCERAL: Towards Large Data in Medical Imaging - Challenges and Directions.- Visual Features.- Customised Frequency Pre-filtering in a Local Binary Pattern-Based Classification of Gastrointestinal Images.- Bag-of-Colors for Biomedical Document Image Classification.- Multimodal Retrieval.- An SVD-Bypass Latent Semantic Analysis for Image Retrieval.- Multimedia Retrieval in a Medical Image Collection: Results Using Modality Classes.

Advances in Intelligent Analysis of Medical Data and Decision Support Systems

Автор: Roumen Kountchev; Barna Iantovics
Название: Advances in Intelligent Analysis of Medical Data and Decision Support Systems
ISBN: 3319000284 ISBN-13(EAN): 9783319000282
Издательство: Springer
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Цена: 19591.00 р.
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Описание: This book presents new ideas and advances in medical informatics systems, including intelligent archiving, processing, analysis and search-by-content which will improve the quality of the medical services for every patient and for the global healthcare system.

Statistical Learning and Pattern Analysis for Image and Video Processing

Автор: Nanning Zheng; Jianru Xue
Название: Statistical Learning and Pattern Analysis for Image and Video Processing
ISBN: 1447126734 ISBN-13(EAN): 9781447126737
Издательство: Springer
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Цена: 23058.00 р.
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Описание: This textbook is an overview of theories, methodologies, and recent developments in the field, covering the theoretical foundation and providing a complete summary of the latest advances. It also presents key issues to be considered in making a real system.

Multimodal Brain Image Analysis

Автор: Li Shen; Tianming Liu; Pew-Thian Yap; Heng Huang;
Название: Multimodal Brain Image Analysis
ISBN: 3319021257 ISBN-13(EAN): 9783319021256
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book constitutes the refereed proceedings of the Third International Workshop on Multimodal Brain Image Analysis, MBIA 2013, held in Nagoya, Japan, on September 22, 2013 in conjunction with the 16th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI.

Multimodal Interaction in Image and Video Applications

Автор: Angel D. Sappa; Jordi Vitri?
Название: Multimodal Interaction in Image and Video Applications
ISBN: 3642439837 ISBN-13(EAN): 9783642439834
Издательство: Springer
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Цена: 16977.00 р.
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Описание: This book shows case studies of multimodal interactive technologies for both image and video applications. They cover a wide spectrum of applications, ranging from interactive handwriting transcriptions to human-robot interactions in real environments.

Multimodal Interaction in Image and Video Applications

Автор: Angel D. Sappa; Jordi Vitri?
Название: Multimodal Interaction in Image and Video Applications
ISBN: 3642359310 ISBN-13(EAN): 9783642359316
Издательство: Springer
Рейтинг:
Цена: 19591.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book shows case studies of multimodal interactive technologies for both image and video applications. They cover a wide spectrum of applications, ranging from interactive handwriting transcriptions to human-robot interactions in real environments.

Marginal Space Learning for Medical Image Analysis

Автор: Yefeng Zheng; Dorin Comaniciu
Название: Marginal Space Learning for Medical Image Analysis
ISBN: 1493955756 ISBN-13(EAN): 9781493955756
Издательство: Springer
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Цена: 11179.00 р.
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Описание: Automatic detection and segmentation of anatomical structures in medical images are prerequisites to subsequent image measurements and disease quantification, and therefore have multiple clinical applications.

Advances in Intelligent Analysis of Medical Data and Decision Support Systems

Автор: Roumen Kountchev; Barna Iantovics
Название: Advances in Intelligent Analysis of Medical Data and Decision Support Systems
ISBN: 3319033751 ISBN-13(EAN): 9783319033754
Издательство: Springer
Рейтинг:
Цена: 16977.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book presents new ideas and advances in medical informatics systems, including intelligent archiving, processing, analysis and search-by-content which will improve the quality of the medical services for every patient and for the global healthcare system.

Machine Learning for Audio, Image and Video Analysis

Автор: Camastra Francesco
Название: Machine Learning for Audio, Image and Video Analysis
ISBN: 1447167341 ISBN-13(EAN): 9781447167341
Издательство: Springer
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Цена: 11878.00 р.
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Описание: This book illustrates how to deal with complex media and convert raw data into useful information. Students and researchers needing a solid foundation or reference, and practitioners interested in discovering more about the state-of-the-art will find this book invaluable.

Face Image Analysis by Unsupervised Learning

Автор: Marian Stewart Bartlett
Название: Face Image Analysis by Unsupervised Learning
ISBN: 1461356539 ISBN-13(EAN): 9781461356530
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Face Image Analysis by Unsupervised Learning explores adaptive approaches to image analysis.


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