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Image Processing, Computer Vision, Pattern Recognition, and Graphics

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

Editors: Cardoso, J., Arbel, T., Carneiro, G., Syeda-Mahmood, T., Tavares, J.M.R.S., Moradi, M., Bradley, A., Greenspan, H., Papa, J.P., Madabushi, A., Nascimento, J.C., Cardoso, J.S., Belagiannis, V., Lu, Z. (Eds.)

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  • ISBN 978-3-319-67558-9
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About this book

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.

Table of contents (44 chapters)

Table of contents (44 chapters)

Buy this book

eBook 53,49 €
price for Spain (gross)
  • ISBN 978-3-319-67558-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 67,59 €
price for Spain (gross)
  • ISBN 978-3-319-67557-2
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
Book Subtitle
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
Editors
  • Jorge Cardoso
  • Tal Arbel
  • Gustavo Carneiro
  • Tanveer Syeda-Mahmood
  • João Manuel R.S. Tavares
  • Mehdi Moradi
  • Andrew Bradley
  • Hayit Greenspan
  • João Paulo Papa
  • Anant Madabushi
  • Jacinto C. Nascimento
  • Jaime S. Cardoso
  • Vasileios Belagiannis
  • Zhi Lu
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
10553
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-67558-9
DOI
10.1007/978-3-319-67558-9
Softcover ISBN
978-3-319-67557-2
Edition Number
1
Number of Pages
XIX, 385
Number of Illustrations
169 b/w illustrations
Topics

*immediately available upon purchase as print book shipments may be delayed due to the COVID-19 crisis. ebook access is temporary and does not include ownership of the ebook. Only valid for books with an ebook version. Springer Reference Works are not included.