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  • © 2018

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018

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

Conference proceedings info: MICCAI 2019.

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Table of contents (82 papers)

  1. Front Matter

    Pages I-XXIX
  2. Diffusion Tensor Imaging and Functional MRI: Diffusion Tensor Imaging

    1. Front Matter

      Pages 1-1
    2. Multimodal Fusion of Brain Networks with Longitudinal Couplings

      • Wen Zhang, Kai Shu, Suhang Wang, Huan Liu, Yalin Wang
      Pages 3-11
    3. Penalized Geodesic Tractography for Mitigating Gyral Bias

      • Ye Wu, Yuanjing Feng, Dinggang Shen, Pew-Thian Yap
      Pages 12-19
    4. Tract-Specific Group Analysis in Fetal Cohorts Using in utero Diffusion Tensor Imaging

      • Shadab Khan, Caitlin K. Rollins, Cynthia M. Ortinau, Onur Afacan, Simon K. Warfield, Ali Gholipour
      Pages 28-35
    5. Tract Orientation Mapping for Bundle-Specific Tractography

      • Jakob Wasserthal, Peter F. Neher, Klaus H. Maier-Hein
      Pages 36-44
    6. A Multi-Tissue Global Estimation Framework for Asymmetric Fiber Orientation Distributions

      • Ye Wu, Yuanjing Feng, Dinggang Shen, Pew-Thian Yap
      Pages 45-52
  3. Diffusion Tensor Imaging and Functional MRI: Diffusion Weighted Imaging

    1. Front Matter

      Pages 53-53
    2. Better Fiber ODFs from Suboptimal Data with Autoencoder Based Regularization

      • Kanil Patel, Samuel Groeschel, Thomas Schultz
      Pages 55-62
    3. A Bayes Hilbert Space for Compartment Model Computing in Diffusion MRI

      • Aymeric Stamm, Olivier Commowick, Alessandra Menafoglio, Simon K. Warfield
      Pages 72-80
    4. Detection and Delineation of Acute Cerebral Infarct on DWI Using Weakly Supervised Machine Learning

      • Stefano Pedemonte, Bernardo Bizzo, Stuart Pomerantz, Neil Tenenholtz, Bradley Wright, Mark Walters et al.
      Pages 81-88
    5. Identification of Species-Preserved Cortical Landmarks

      • Tuo Zhang, Xiao Li, Lin Zhao, Ying Huang, Lei Guo, Tianming Liu
      Pages 89-97
    6. Deep Learning with Synthetic Diffusion MRI Data for Free-Water Elimination in Glioblastoma Cases

      • Miguel Molina-Romero, Benedikt Wiestler, Pedro A. Gómez, Marion I. Menzel, Bjoern H. Menze
      Pages 98-106
    7. Enhancing Clinical MRI Perfusion Maps with Data-Driven Maps of Complementary Nature for Lesion Outcome Prediction

      • Adriano Pinto, Sérgio Pereira, Raphael Meier, Victor Alves, Roland Wiest, Carlos A. Silva et al.
      Pages 107-115
    8. Harmonizing Diffusion MRI Data Across Magnetic Field Strengths

      • Suheyla Cetin Karayumak, Marek Kubicki, Yogesh Rathi
      Pages 116-124
  4. Diffusion Tensor Imaging and Functional MRI: Functional MRI

    1. Front Matter

      Pages 125-125
    2. Multi-layer Large-Scale Functional Connectome Reveals Infant Brain Developmental Patterns

      • Han Zhang, Natalie Stanley, Peter J. Mucha, Weiyan Yin, Weili Lin, Dinggang Shen
      Pages 136-144

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. 

Editors and Affiliations

  • University of Leeds, Leeds, UK

    Alejandro F. Frangi

  • King’s College London, London, UK

    Julia A. Schnabel

  • University of Pennsylvania, Philadelphia, USA

    Christos Davatzikos

  • Universidad de Valladolid, Valladolid, Spain

    Carlos Alberola-López

  • Queen’s University, Kingston, Canada

    Gabor Fichtinger

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access