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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 II

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Maxime Descoteaux

    1. Université de Sherbrooke, Sherbrooke, Canada

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  2. Lena Maier-Hein

    1. DKFZ, Heidelberg, Germany

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  3. Alfred Franz

    1. Ulm University of Applied Sciences, Ulm, Germany

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  4. Pierre Jannin

    1. Université de Rennes 1, Rennes, France

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  5. D. Louis Collins

    1. McGill University, Montreal, Canada

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  6. Simon Duchesne

    1. Université Laval, Québec, Canada

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10434)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: MICCAI 2017.

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Table of contents (87 papers)

  1. Front Matter

    Pages I-XXVIII
    Download chapter PDF

  2. Optical Imaging

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Cell Lineage Tracing in Lens-Free Microscopy Videos

      • Markus Rempfler, Sanjeev Kumar, Valentin Stierle, Philipp Paulitschke, Bjoern Andres, Bjoern H. Menze
      Pages 3-11

    3. Separation of Transmitted Light and Scattering Components in Transmitted Microscopy

      • Mihoko Shimano, Ryoma Bise, Yinqiang Zheng, Imari Sato
      Pages 12-20

    4. Neuron Segmentation Using Deep Complete Bipartite Networks

      • Jianxu Chen, Sreya Banerjee, Abhinav Grama, Walter J. Scheirer, Danny Z. Chen
      Pages 21-29

    5. Cell Encoding for Histopathology Image Classification

      • Xiaoshuang Shi, Fuyong Xing, Yuanpu Xie, Hai Su, Lin Yang
      Pages 30-38

    6. Endoscopic Depth Measurement and Super-Spectral-Resolution Imaging

      • Jianyu Lin, Neil T. Clancy, Yang Hu, Ji Qi, Taran Tatla, Danail Stoyanov et al.
      Pages 39-47

    7. Computational Immunohistochemistry: Recipes for Standardization of Immunostaining

      • Nuri Murat Arar, Pushpak Pati, Aditya Kashyap, Anna Fomitcheva Khartchenko, Orcun Goksel, Govind V. Kaigala et al.
      Pages 48-55

    8. Two-Stream Bidirectional Long Short-Term Memory for Mitosis Event Detection and Stage Localization in Phase-Contrast Microscopy Images

      • Yunxiang Mao, Zhaozheng Yin
      Pages 56-64

    9. Refocusing Phase Contrast Microscopy Images

      • Liang Han, Zhaozheng Yin
      Pages 65-74

    10. Semi-supervised Segmentation of Optic Cup in Retinal Fundus Images Using Variational Autoencoder

      • Suman Sedai, Dwarikanath Mahapatra, Sajini Hewavitharanage, Stefan Maetschke, Rahil Garnavi
      Pages 75-82

    11. QuaSI: Quantile Sparse Image Prior for Spatio-Temporal Denoising of Retinal OCT Data

      • Franziska Schirrmacher, Thomas Köhler, Lennart Husvogt, James G. Fujimoto, Joachim Hornegger, Andreas K. Maier
      Pages 83-91

    12. Fast Background Removal Method for 3D Multi-channel Deep Tissue Fluorescence Imaging

      • Chenchen Li, Xiaowei Li, Hongji Cao, He Jiang, Xiaotie Deng, Danny Z. Chen et al.
      Pages 92-99

    13. Fast Estimation of Haemoglobin Concentration in Tissue Via Wavelet Decomposition

      • Geoffrey Jones, Neil T. Clancy, Xiaofei Du, Maria Robu, Simon Arridge, Daniel S. Elson et al.
      Pages 100-108

    14. Efficient Reconstruction of Holographic Lens-Free Images by Sparse Phase Recovery

      • Benjamin D. Haeffele, Richard Stahl, Geert Vanmeerbeeck, René Vidal
      Pages 109-117

    15. Quality Assessment of Retinal Hyperspectral Images Using SURF and Intensity Features

      • Faten M’hiri, Claudia Chevrefils, Jean-Philippe Sylvestre
      Pages 118-125

    16. Isotropic Reconstruction of 3D Fluorescence Microscopy Images Using Convolutional Neural Networks

      • Martin Weigert, Loic Royer, Florian Jug, Gene Myers
      Pages 126-134

    17. Deep Learning for Isotropic Super-Resolution from Non-isotropic 3D Electron Microscopy

      • Larissa Heinrich, John A. Bogovic, Stephan Saalfeld
      Pages 135-143

    18. Histological Detection of High-Risk Benign Breast Lesions from Whole Slide Images

      • Akif Burak Tosun, Luong Nguyen, Nathan Ong, Olga Navolotskaia, Gloria Carter, Jeffrey L. Fine et al.
      Pages 144-152

    19. Accurate Correspondence of Cone Photoreceptor Neurons in the Human Eye Using Graph Matching Applied to Longitudinal Adaptive Optics Images

      • Jianfei Liu, HaeWon Jung, Johnny Tam
      Pages 153-161
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Other volumes

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

  2. Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017

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

Keywords

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 inQuebec 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.

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

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