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Medical Image Computing and Computer Assisted Intervention − MICCAI 2017

20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I

Conference proceedings info: MICCAI 2017.

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Table of contents (90 papers)

  1. Front Matter

    Pages I-XLVI
  2. Atlas and Surface-Based Techniques

    1. Front Matter

      Pages 1-1
    2. The Active Atlas: Combining 3D Anatomical Models with Texture Detectors

      • Yuncong Chen, Lauren McElvain, Alex Tolpygo, Daniel Ferrante, Harvey Karten, Partha Mitra et al.
      Pages 3-11
    3. Exploring Gyral Patterns of Infant Cortical Folding Based on Multi-view Curvature Information

      • Dingna Duan, Shunren Xia, Yu Meng, Li Wang, Weili Lin, John H. Gilmore et al.
      Pages 12-20
    4. Novel Local Shape-Adaptive Gyrification Index with Application to Brain Development

      • Ilwoo Lyu, Sun Hyung Kim, Jessica Bullins, John H. Gilmore, Martin A. Styner
      Pages 31-39
    5. Graph-Constrained Sparse Construction of Longitudinal Diffusion-Weighted Infant Atlases

      • Jaeil Kim, Geng Chen, Weili Lin, Pew-Thian Yap, Dinggang Shen
      Pages 49-56
    6. 4D Infant Cortical Surface Atlas Construction Using Spherical Patch-Based Sparse Representation

      • Zhengwang Wu, Gang Li, Yu Meng, Li Wang, Weili Lin, Dinggang Shen
      Pages 57-65
    7. Developmental Patterns Based Individualized Parcellation of Infant Cortical Surface

      • Gang Li, Li Wang, Weili Lin, Dinggang Shen
      Pages 66-74
    8. Longitudinal Modeling of Multi-modal Image Contrast Reveals Patterns of Early Brain Growth

      • Avantika Vardhan, James Fishbaugh, Clement Vachet, Guido Gerig
      Pages 75-83
    9. Prediction of Brain Network Age and Factors of Delayed Maturation in Very Preterm Infants

      • Colin J. Brown, Kathleen P. Moriarty, Steven P. Miller, Brian G. Booth, Jill G. Zwicker, Ruth E. Grunau et al.
      Pages 84-91
    10. Falx Cerebri Segmentation via Multi-atlas Boundary Fusion

      • Jeffrey Glaister, Aaron Carass, Dzung L. Pham, John A. Butman, Jerry L. Prince
      Pages 92-99
    11. A 3D Femoral Head Coverage Metric for Enhanced Reliability in Diagnosing Hip Dysplasia

      • Niamul Quader, Antony J. Hodgson, Kishore Mulpuri, Anthony Cooper, Rafeef Abugharbieh
      Pages 100-107
    12. Learning-Based Multi-atlas Segmentation of the Lungs and Lobes in Proton MR Images

      • Hoileong Lee, Tahreema Matin, Fergus Gleeson, Vicente Grau
      Pages 108-115
    13. Unsupervised Discovery of Spatially-Informed Lung Texture Patterns for Pulmonary Emphysema: The MESA COPD Study

      • Jie Yang, Elsa D. Angelini, Pallavi P. Balte, Eric A. Hoffman, John H. M. Austin, Benjamin M. Smith et al.
      Pages 116-124
  3. Shape and Patch-Based Techniques

    1. Front Matter

      Pages 125-125
    2. Automatic Landmark Estimation for Adolescent Idiopathic Scoliosis Assessment Using BoostNet

      • Hongbo Wu, Chris Bailey, Parham Rasoulinejad, Shuo Li
      Pages 127-135
    3. Nonlinear Statistical Shape Modeling for Ankle Bone Segmentation Using a Novel Kernelized Robust PCA

      • Jingting Ma, Anqi Wang, Feng Lin, Stefan Wesarg, Marius Erdt
      Pages 136-143
    4. Adaptable Landmark Localisation: Applying Model Transfer Learning to a Shape Model Matching System

      • C. Lindner, D. Waring, B. Thiruvenkatachari, K. O’Brien, T. F. Cootes
      Pages 144-151

Other Volumes

  1. Medical Image Computing and Computer Assisted Intervention − MICCAI 2017

    20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I
  2. Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017

    20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part II
  3. Medical Image Computing and Computer Assisted Intervention − MICCAI 2017

    20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III

About this book

The three-volume set LNCS 10433, 10434, and 10435 constitutes the refereed proceedings of the 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, held in
Quebec City, Canada, in September 2017.

The 255 revised full papers presented were carefully reviewed and selected from 800 submissions in a two-phase review process. The papers have been organized in the following topical sections: Part I: atlas and surface-based techniques; shape and patch-based techniques; registration techniques, functional imaging, connectivity, and brain parcellation; diffusion magnetic resonance imaging (dMRI) and tensor/fiber processing; and image segmentation and modelling. Part II: optical imaging; airway and vessel analysis; motion and cardiac analysis; tumor processing; planning and simulation for medical interventions; interventional imaging and navigation; and medical image computing. Part III: feature
extraction and classification techniques; and machine learning in medical image computing.

Keywords

  • artificial intelligence
  • computer vision
  • estimation
  • face recognition
  • image analysis
  • image processing
  • image quality
  • image reconstruction
  • image registration
  • image segmentation
  • learning algorithms
  • machine learning
  • medical images
  • motion estimation
  • neural networks
  • probability
  • reconstruction
  • segmentation methods
  • signal processing
  • Support Vector Machines (SVM)

Editors and Affiliations

  • Université de Sherbrooke, Sherbrooke, Canada

    Maxime Descoteaux

  • DKFZ, Heidelberg, Germany

    Lena Maier-Hein

  • Ulm University of Applied Sciences, Ulm, Germany

    Alfred Franz

  • Université de Rennes 1, Rennes, France

    Pierre Jannin

  • McGill University, Montreal, Canada

    D. Louis Collins

  • Université Laval, Québec, Canada

    Simon Duchesne

Bibliographic Information

Buying options

eBook USD 109.00
Price excludes VAT (USA)
  • ISBN: 978-3-319-66182-7
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 139.99
Price excludes VAT (USA)