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Graphs in Biomedical Image Analysis and Integrating Medical Imaging and Non-Imaging Modalities

Second International Workshop, GRAIL 2018 and First International Workshop, Beyond MIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings

  • Danail Stoyanov
  • Zeike Taylor
  • Enzo Ferrante
  • Adrian V. Dalca
  • Anne Martel
  • Lena Maier-Hein
  • Sarah Parisot
  • Aristeidis Sotiras
  • Bartlomiej Papiez
  • Mert R. Sabuncu
  • Li Shen
Conference proceedings GRAIL 2018, Beyond MIC 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11044)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11044)

Table of contents

  1. Front Matter
    Pages I-XVI
  2. Proceedings of the Second Workshop on GRaphs in biomedicAl Image anaLysis

    1. Front Matter
      Pages 1-1
    2. Yusuf Osmanlıoğlu, Birkan Tunç, Jacob A. Alappatt, Drew Parker, Junghoon Kim, Ali Shokoufandeh et al.
      Pages 14-23
    3. Gerome Vivar, Andreas Zwergal, Nassir Navab, Seyed-Ahmad Ahmadi
      Pages 24-31
    4. Hazal Mogultay, Fatos Tunay Yarman Vural
      Pages 32-42
    5. Baran Baris Kivilcim, Itir Onal Ertugrul, Fatos T. Yarman Vural
      Pages 43-53
  3. Proceedings of the First Workshop Beyond MIC: Integrating Imaging and Non-imaging Modalities for Healthcare Challenges

    1. Front Matter
      Pages 55-55
    2. Yingying Zhu, Mert R. Sabuncu
      Pages 57-65
    3. Wenxing Hu, Biao Cai, Vince Calhoun, Yu-Ping Wang
      Pages 66-73
    4. Diana O. Svaldi, Joaquín Goñi, Apoorva Bharthur Sanjay, Enrico Amico, Shannon L. Risacher, John D. West et al.
      Pages 74-82
    5. Yaroslav Shmulev, Mikhail Belyaev, the Alzheimer’s Disease Neuroimaging Initiative
      Pages 83-91
    6. Jamie D. Feusner, Wesley T. Kerr, Teena D. Moody, Aifeng F. Zhang, Mark S. Cohen, Alex D. Leow et al.
      Pages 92-99
  4. Back Matter
    Pages 101-101

About these proceedings

Introduction

This book constitutes the refereed joint proceedings of the Second International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2018 and the First International Workshop on Integrating Medical Imaging and Non-Imaging Modalities, Beyond MIC 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018.
The 6 full papers presented at GRAIL 2018 and the 5 full papers presented at BeYond MIC 2018 were carefully reviewed and selected. The GRAIL papers cover a wide range of develop graph-based models for the analysis of biomedical images and encourage the exploration of graph-based models for difficult clinical problems within a variety of biomedical imaging contexts. The Beyond MIC papers cover topics of novel methods with significant imaging and non-imaging components, addressing practical applications and new datasets

Keywords

artificial intelligence Bayesian networks classification cluster analysis computer vision data mining face recognition feature selection graph theory image analysis image processing image reconstruction learning systems medical imaging neural networks pattern recognition signal processing Support Vector Machines (SVM)

Editors and affiliations

  1. 1.University College LondonLondonUK
  2. 2.University of LeedsLeedsUK
  3. 3.CONICET/Universidad Nacional del LitoralSanta FeArgentina
  4. 4.Harvard Medical SchoolCambridgeUSA
  5. 5.Sunnybrook Health Science CentreTorontoCanada
  6. 6.Deutsches KrebsforschungszentrumHeidelbergGermany
  7. 7.AimBrainLondonUK
  8. 8.University of PennsylvaniaPhiladelphiaUSA
  9. 9.University of OxfordOxfordUK
  10. 10.Cornell UniversityIthacaUSA
  11. 11.University of PennsylvaniaPhiladelphiaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-00689-1
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-00688-4
  • Online ISBN 978-3-030-00689-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site