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Connectomics in NeuroImaging

First International Workshop, CNI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 14, 2017, Proceedings

  • Guorong Wu
  • Paul Laurienti
  • Leonardo Bonilha
  • Brent C. Munsell

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10511)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 10511)

Table of contents

  1. Front Matter
    Pages I-VIII
  2. Saida S. Mohamed, Nancy Duong Nguyen, Eiko Yoneki, Alessandro Crimi
    Pages 1-8
  3. Jonathan Young, Du Lei, Andrea Mechelli
    Pages 25-34
  4. Maxime Chamberland, William Gray, Maxime Descoteaux, Derek K. Jones
    Pages 35-41
  5. Archana Venkataraman, Nicholas Wymbs, Mary Beth Nebel, Stewart Mostofsky
    Pages 60-69
  6. Atif Riaz, Muhammad Asad, S. M. Masudur Rahman Al-Arif, Eduardo Alonso, Danai Dima, Philip Corr et al.
    Pages 70-78
  7. Brent C. Munsell, Eric Hofesmann, John Delgaizo, Martin Styner, Leonardo Bonilha
    Pages 79-88
  8. Lucas L. Nesi, Chris Rorden, Brent C. Munsell
    Pages 89-97
  9. Sourabh Palande, Vipin Jose, Brandon Zielinski, Jeffrey Anderson, P. Thomas Fletcher, Bei Wang
    Pages 98-107
  10. Sylvain Bouix, Sophia Swago, John D. West, Ofer Pasternak, Alan Breier, Martha E. Shenton
    Pages 108-115
  11. Han Zhang, Weiyan Yin, Weili Lin, Dinggang Shen
    Pages 116-124
  12. David S. Lee, Amber M. Leaver, Katherine L. Narr, Roger P. Woods, Shantanu H. Joshi
    Pages 125-133
  13. Yuan Wang, Moo K. Chung, Daniela Dentico, Antoine Lutz, Richard J. Davidson
    Pages 134-142
  14. Moo K. Chung, Hyekyoung Lee, Victor Solo, Richard J. Davidson, Seth D. Pollak
    Pages 161-170
  15. Back Matter
    Pages 171-171

About these proceedings

Introduction

This book constitutes the refereed proceedings of the First International Workshop on Connectomics in NeuroImaging, CNI 2017, held in conjunction with MICCAI 2017 in Quebec City, Canada, in September 2017.

The 19 full papers presented were carefully reviewed and selected from 26 submissions. The papers deal with new advancements in network construction, analysis, and visualization techniques in connectomics and their use in clinical diagnosis and group comparison studies as well as in various neuroimaging applications.

Keywords

architecture artificial intelligence classification classification accuracy classifiers cluster analysis computational geometry computer graphics feature selection graph theory image processing learning systems machine learning machine learning techniques neural networks pattern recognition signal processing Support Vector Machines (SVM) telecommunication networks wireless telecommunication systems

Editors and affiliations

  • Guorong Wu
    • 1
  • Paul Laurienti
    • 2
  • Leonardo Bonilha
    • 3
  • Brent C. Munsell
    • 4
  1. 1.University of North Carolina at Chapel HillChapel HillUSA
  2. 2.Wake Forest School of MedicineWinston-SalemUSA
  3. 3.Medical University of South CarolinaCharlestonUSA
  4. 4.College of CharlestonCharlestonUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-67159-8
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-67158-1
  • Online ISBN 978-3-319-67159-8
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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