Fr. 93.00

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, Proceedings

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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 Québec 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.

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 Québec 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.

Product details

Assisted by Ta Arbel (Editor), Tal Arbel (Editor), Vasileios Belagiannis (Editor), Andrew Bradley (Editor), Jaime S. Cardoso (Editor), M. Jorge Cardoso (Editor), Gustavo Carneiro (Editor), Gustavo Carneiro et al (Editor), Hayit Greenspan (Editor), Zhi Lu (Editor), Anant Madabhushi (Editor), Anant Madabushi (Editor), Mehdi Moradi (Editor), Jacinto C. Nascimento (Editor), João Paulo Papa (Editor), Tanveer Syeda-Mahmood (Editor), João Manuel R. S. Tavares (Editor), João Manuel R.S. Tavares (Editor)
Publisher Springer, Berlin
 
Languages English
Product format Paperback / Softback
Released 01.01.2017
 
EAN 9783319675572
ISBN 978-3-31-967557-2
No. of pages 385
Dimensions 162 mm x 23 mm x 236 mm
Weight 641 g
Illustrations XIX, 385 p. 169 illus.
Series Lecture Notes in Computer Science
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Lecture Notes in Computer Science
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Subject Natural sciences, medicine, IT, technology > IT, data processing > Application software

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