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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Ophthalmic Medical Image Analysis

7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings

Editors: Fu, H., Garvin, M.K., MacGillivray, T., Xu, Y., Zheng, Y. (Eds.)

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  • ISBN 978-3-030-63419-3
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About this book

This book constitutes the refereed proceedings of the 6th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2020, held in conjunction with the 23rd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2020, in Lima, Peru, in October 2020. The workshop was held virtually due to the COVID-19 crisis.

The 21 papers presented at OMIA 2020 were carefully reviewed and selected from 34 submissions. The papers cover various topics in the field of ophthalmic medical image analysis and challenges in terms of reliability and validation, number and type of conditions considered, multi-modal analysis (e.g., fundus, optical coherence tomography, scanning laser ophthalmoscopy), novel imaging technologies, and the effective transfer of advanced computer vision and machine learning technologies.


Table of contents (21 chapters)

Table of contents (21 chapters)
  • Bio-inspired Attentive Segmentation of Retinal OCT Imaging

    Pages 1-10

    Lazaridis, Georgios (et al.)

  • DR Detection Using Optical Coherence Tomography Angiography (OCTA): A Transfer Learning Approach with Robustness Analysis

    Pages 11-20

    Andreeva, Rayna (et al.)

  • What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification?

    Pages 21-31

    Singh, Amitojdeep (et al.)

  • DeSupGAN: Multi-scale Feature Averaging Generative Adversarial Network for Simultaneous De-blurring and Super-Resolution of Retinal Fundus Images

    Pages 32-41

    Sengupta, Sourya (et al.)

  • Encoder-Decoder Networks for Retinal Vessel Segmentation Using Large Multi-scale Patches

    Pages 42-52

    Browatzki, Björn (et al.)

Buy this book

eBook 48,14 €
price for Spain (gross)
  • ISBN 978-3-030-63419-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase Institutional customers should get in touch with their account manager
Softcover 60,31 €
price for Spain (gross)
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Bibliographic Information

Bibliographic Information
Book Title
Ophthalmic Medical Image Analysis
Book Subtitle
7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings
Editors
  • Huazhu Fu
  • Mona K. Garvin
  • Tom MacGillivray
  • Yanwu Xu
  • Yalin Zheng
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
12069
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-63419-3
DOI
10.1007/978-3-030-63419-3
Softcover ISBN
978-3-030-63418-6
Edition Number
1
Number of Pages
IX, 218
Number of Illustrations
19 b/w illustrations
Topics