Image Processing, Computer Vision, Pattern Recognition, and Graphics

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019

22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part I

Editors: Shen, D., Liu, T., Peters, T.M., Staib, L.H., Essert, C., Zhou, S., Yap, P.-T., Khan, A. (Eds.)

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About this book

The six-volume set LNCS 11764, 11765, 11766, 11767, 11768, and 11769 constitutes the refereed proceedings of the 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2019, held in Shenzhen, China, in October 2019.

The 539 revised full papers presented were carefully reviewed and selected from 1730 submissions in a double-blind review process. The papers are organized in the following topical sections:

Part I: optical imaging; endoscopy; microscopy.

Part II: image segmentation; image registration; cardiovascular imaging; growth, development, atrophy and progression.

Part III: neuroimage reconstruction and synthesis; neuroimage segmentation; diffusion weighted magnetic resonance imaging; functional neuroimaging (fMRI); miscellaneous neuroimaging.

Part IV: shape; prediction; detection and localization; machine learning; computer-aided diagnosis; image reconstruction and synthesis.

Part V: computer assisted interventions; MIC meets CAI.

Part VI: computed tomography; X-ray imaging.

Table of contents (89 chapters)

Table of contents (89 chapters)
  • Enhancing OCT Signal by Fusion of GANs: Improving Statistical Power of Glaucoma Clinical Trials

    Pages 3-11

    Lazaridis, Georgios (et al.)

  • A Deep Reinforcement Learning Framework for Frame-by-Frame Plaque Tracking on Intravascular Optical Coherence Tomography Image

    Pages 12-20

    Luo, Gongning (et al.)

  • Multi-index Optic Disc Quantification via MultiTask Ensemble Learning

    Pages 21-29

    Zhao, Rongchang (et al.)

  • Retinal Abnormalities Recognition Using Regional Multitask Learning

    Pages 30-38

    Wang, Xin (et al.)

  • Unifying Structure Analysis and Surrogate-Driven Function Regression for Glaucoma OCT Image Screening

    Pages 39-47

    Wang, Xi (et al.)

Buy this book

eBook 88,80 €
price for Spain (gross)
  • ISBN 978-3-030-32239-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • Immediate eBook download after purchase and usable on all devices
  • Bulk discounts available
Softcover 110,23 €
price for Spain (gross)
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Bibliographic Information

Bibliographic Information
Book Title
Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
Book Subtitle
22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part I
Editors
  • Dinggang Shen
  • Tianming Liu
  • Terry M. Peters
  • Lawrence H. Staib
  • Caroline Essert
  • Sean Zhou
  • Pew-Thian Yap
  • Ali Khan
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11764
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-32239-7
DOI
10.1007/978-3-030-32239-7
Softcover ISBN
978-3-030-32238-0
Edition Number
1
Number of Pages
XXXVII, 819
Number of Illustrations
51 b/w illustrations, 294 illustrations in colour
Topics