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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries

4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers, Part II

Editors: Crimi, A., Bakas, S., Kuijf, H., Keyvan, F., Reyes, M., van Walsum, T. (Eds.)

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eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-030-11726-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-030-11725-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This two-volume set LNCS 11383 and 11384  constitutes revised selected papers from the 4th International MICCAI Brainlesion Workshop, BrainLes 2018, as well as the International Multimodal Brain Tumor Segmentation, BraTS, Ischemic Stroke Lesion Segmentation, ISLES,  MR Brain Image Segmentation, MRBrainS18, Computational Precision Medicine, CPM, and  Stroke Workshop on Imaging and Treatment Challenges, SWITCH, which were held jointly at the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI, in Granada, Spain, in September 2018.
The 92 papers presented in this volume were carefully reviewed and selected from 95 submissions. They were organized in topical sections named: brain lesion image analysis; brain tumor image segmentation; ischemic stroke lesion image segmentation; grand challenge on MR brain segmentation; computational precision medicine; stroke workshop on imaging and treatment challenges.

Table of contents (45 chapters)

Table of contents (45 chapters)
  • Segmentation of Brain Tumors and Patient Survival Prediction: Methods for the BraTS 2018 Challenge

    Weninger, Leon (et al.)

    Pages 3-12

  • Segmenting Brain Tumors from MRI Using Cascaded Multi-modal U-Nets

    Marcinkiewicz, Michal (et al.)

    Pages 13-24

  • Automatic Brain Tumor Segmentation by Exploring the Multi-modality Complementary Information and Cascaded 3D Lightweight CNNs

    Ma, Jun (et al.)

    Pages 25-36

  • Deep Convolutional Neural Networks Using U-Net for Automatic Brain Tumor Segmentation in Multimodal MRI Volumes

    Kermi, Adel (et al.)

    Pages 37-48

  • Multimodal Brain Tumor Segmentation Using Cascaded V-Nets

    Hua, Rui (et al.)

    Pages 49-60

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-030-11726-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-030-11725-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
Book Subtitle
4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers, Part II
Editors
  • Alessandro Crimi
  • Spyridon Bakas
  • Hugo Kuijf
  • Farahani Keyvan
  • Mauricio Reyes
  • Theo van Walsum
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11384
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-11726-9
DOI
10.1007/978-3-030-11726-9
Softcover ISBN
978-3-030-11725-2
Edition Number
1
Number of Pages
XXI, 521
Number of Illustrations
44 b/w illustrations, 187 illustrations in colour
Topics