Image Processing, Computer Vision, Pattern Recognition, and Graphics

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018

21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II

Editors: Frangi, A.F., Schnabel, J.A., Davatzikos, C., López Alberola, C., Fichtinger, G. (Eds.)

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Softcover $129.99
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About this book

The four-volume set LNCS 11070, 11071, 11072, and 11073 constitutes the refereed proceedings of the 21st International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2018, held in Granada, Spain, in September 2018.

The 373 revised full papers presented were carefully reviewed and selected from 1068 submissions in a double-blind review process. The papers have been organized in the following topical sections:
Part I: Image Quality and Artefacts; Image Reconstruction Methods; Machine Learning in Medical Imaging; Statistical Analysis for Medical Imaging; Image Registration Methods.
Part II: Optical and Histology Applications: Optical Imaging Applications; Histology Applications; Microscopy Applications; Optical Coherence Tomography and Other Optical Imaging Applications. Cardiac, Chest and Abdominal Applications: Cardiac Imaging Applications: Colorectal, Kidney and Liver Imaging Applications; Lung Imaging Applications; Breast Imaging Applications; Other Abdominal Applications.
Part III: Diffusion Tensor Imaging and Functional MRI: Diffusion Tensor Imaging; Diffusion Weighted Imaging; Functional MRI; Human Connectome. Neuroimaging and Brain Segmentation Methods: Neuroimaging; Brain Segmentation Methods.
Part IV: Computer Assisted Intervention: Image Guided Interventions and Surgery; Surgical Planning, Simulation and Work Flow Analysis; Visualization and Augmented Reality. Image Segmentation Methods: General Image Segmentation Methods, Measures and Applications; Multi-Organ Segmentation; Abdominal Segmentation Methods; Cardiac Segmentation Methods; Chest, Lung and Spine Segmentation; Other Segmentation Applications. 

Table of contents (106 chapters)

Table of contents (106 chapters)
  • Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks

    Pages 3-11

    Payer, Christian (et al.)

  • Skin Lesion Classification in Dermoscopy Images Using Synergic Deep Learning

    Pages 12-20

    Zhang, Jianpeng (et al.)

  • SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks

    Pages 21-29

    Sarker, Md. Mostafa Kamal (et al.)

  • $$\beta $$-Hemolysis Detection on Cultured Blood Agar Plates by Convolutional Neural Networks

    Pages 30-38

    Savardi, Mattia (et al.)

  • A Pixel-Wise Distance Regression Approach for Joint Retinal Optical Disc and Fovea Detection

    Pages 39-47

    Meyer, Maria Ines (et al.)

Buy this book

eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-030-00934-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $129.99
price for USA in USD
  • ISBN 978-3-030-00933-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Medical Image Computing and Computer Assisted Intervention – MICCAI 2018
Book Subtitle
21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II
Editors
  • Alejandro F. Frangi
  • Julia A. Schnabel
  • Christos Davatzikos
  • Carlos López Alberola
  • Gabor Fichtinger
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11071
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-00934-2
DOI
10.1007/978-3-030-00934-2
Softcover ISBN
978-3-030-00933-5
Edition Number
1
Number of Pages
XXXII, 964
Number of Illustrations
217 b/w illustrations, 352 illustrations in colour
Topics