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Image Processing, Computer Vision, Pattern Recognition, and Graphics

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

5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Revised Selected Papers, Part I

Editors: Crimi, Alessandro, Bakas, Spyridon (Eds.)

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  • ISBN 978-3-030-46640-4
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About this book

The two-volume set LNCS 11992 and 11993 constitutes the thoroughly refereed proceedings of the 5th International MICCAI Brainlesion Workshop, BrainLes 2019, the International Multimodal Brain Tumor Segmentation (BraTS) challenge, the Computational Precision Medicine: Radiology-Pathology Challenge on Brain Tumor Classification (CPM-RadPath) challenge, as well as the tutorial session on Tools Allowing Clinical Translation of Image Computing Algorithms (TACTICAL). These were held jointly at the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI, in Shenzhen, China, in October 2019.

The revised selected papers presented in these volumes were organized in the following topical sections: brain lesion image analysis (12 selected papers from 32 submissions); brain tumor image segmentation (57 selected papers from 102 submissions); combined MRI and pathology brain tumor classification (4 selected papers from 5 submissions); tools allowing clinical translation of image computing algorithms (2 selected papers from 3 submissions.)

Table of contents (37 chapters)

Table of contents (37 chapters)
  • Convolutional 3D to 2D Patch Conversion for Pixel-Wise Glioma Segmentation in MRI Scans

    Pages 3-12

    Hamghalam, Mohammad (et al.)

  • TBI Lesion Segmentation in Head CT: Impact of Preprocessing and Data Augmentation

    Pages 13-22

    Monteiro, Miguel (et al.)

  • Aneurysm Identification in Cerebral Models with Multiview Convolutional Neural Network

    Pages 23-31

    Zhou, Mingsong (et al.)

  • Predicting Clinical Outcome of Stroke Patients with Tractographic Feature

    Pages 32-43

    Kao, Po-Yu (et al.)

  • Towards Population-Based Histologic Stain Normalization of Glioblastoma

    Pages 44-56

    Grenko, Caleb M. (et al.)

Buy this book

eBook $69.99
price for USA in USD (gross)
  • ISBN 978-3-030-46640-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA in USD
  • ISBN 978-3-030-46639-8
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • 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
5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Revised Selected Papers, Part I
Editors
  • Alessandro Crimi
  • Spyridon Bakas
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11992
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-46640-4
DOI
10.1007/978-3-030-46640-4
Softcover ISBN
978-3-030-46639-8
Edition Number
1
Number of Pages
XVI, 400
Number of Illustrations
16 b/w illustrations, 140 illustrations in colour
Topics

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