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© 2018

Image Analysis for Moving Organ, Breast, and Thoracic Images

Third International Workshop, RAMBO 2018, Fourth International Workshop, BIA 2018, and First International Workshop, TIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings

  • Danail Stoyanov
  • Zeike Taylor
  • Bernhard Kainz
  • Gabriel Maicas
  • Reinhard R. Beichel
  • Anne Martel
  • Lena Maier-Hein
  • Kanwal Bhatia
  • Tom Vercauteren
  • Ozan Oktay
  • Gustavo Carneiro
  • Andrew P. Bradley
  • Jacinto Nascimento
  • Hang Min
  • Matthew S. Brown
  • Colin Jacobs
  • Bianca Lassen-Schmidt
  • Kensaku Mori
  • Jens Petersen
  • Raúl San José Estépar
  • Alexander Schmidt-Richberg
  • Catarina Veiga
Conference proceedings RAMBO 2018, BIA 2018, TIA 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11040)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11040)

Table of contents

  1. Front Matter
    Pages I-XIV
  2. Third International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2018

    1. Front Matter
      Pages 1-1
    2. Christodoulidis Stergios, Sahasrabudhe Mihir, Vakalopoulou Maria, Chassagnon Guillaume, Revel Marie-Pierre, Mougiakakou Stavroula et al.
      Pages 13-22
    3. Eric Kerfoot, Esther Puyol Anton, Bram Ruijsink, James Clough, Andrew P. King, Julia A. Schnabel
      Pages 32-41
  3. Fourth International Workshop on Breast Image Analysis, BIA 2018

    1. Front Matter
      Pages 53-53
    2. Shaked Perek, Alon Hazan, Ella Barkan, Ayelet Akselrod-Ballin
      Pages 55-63
    3. Stephen Morrell, Zbigniew Wojna, Can Son Khoo, Sebastien Ourselin, Juan Eugenio Iglesias
      Pages 64-72
    4. Jennifer Kamphenkel, Paul F. Jäger, Sebastian Bickelhaupt, Frederik Bernd Laun, Wolfgang Lederer, Heidi Daniel et al.
      Pages 73-80
    5. Heyi Li, Dongdong Chen, William H. Nailon, Mike E. Davies, David Laurenson
      Pages 81-89
    6. Yeman Brhane Hagos, Albert Gubern Mérida, Jonas Teuwen
      Pages 90-97
    7. Eric Wu, Kevin Wu, David Cox, William Lotter
      Pages 98-106
    8. Rongzhao Zhang, Han Zhang, Albert C. S. Chung
      Pages 107-115
    9. Songtao Zhang, Li Sun, Ruiqiao Wang, Hongping Tang, Jin Zhang, Lin Luo
      Pages 116-123
  4. First International Workshop on Thoracic Image Analysis, TIA 2018

    1. Front Matter
      Pages 133-133
    2. Santiago Sanz-Estébanez, Lucilio Cordero-Grande, Marcos Martín-Fernández, Carlos Alberola-López
      Pages 135-146

About these proceedings

Introduction

This book constitutes the refereed joint proceedings of the Third International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2018, the Fourth International Workshop on Breast Image Analysis, BIA 2018, and the First International Workshop on Thoracic Image Analysis, TIA 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 5 full papers (out of 10 submissions) presented at RAMBO, the 9 full papers (out of 18 submissions) presented at BIA, and the 20 full papers (out of 21 submissions) presented at TIA were carefully reviewed and selected. The RAMBO papers cover aspects of medical imaging where motion plays a role in the image formation or analysis. The BIA papers deal with topics such as computer-aided detection and diagnosis of breast cancer, quantitative analysis of breast imaging modalities, and large scale breast image screening and analysis. The TIA papers cover aspects of image analysis research for lung and cardiac diseases including segmentation, registration, quantification, modeling of the image acquisition process, visualization, validation, statistical modeling, biophysical lung modeling (computational anatomy), deep learning and novel applications.

Keywords

Artificial intelligence Biometrics Classification Computer aided diagnosis Computer vision Health informatics Image analysis Image enhancement Image processing Image reconstruction Image registration Image segmentation Machine learning Medical imaging Neural networks Principal component analysis Scene anomaly detection Signal processing Support Vector Machines (SVM) Thoracic image analysis Transfer learning

Editors and affiliations

  1. 1.University College LondonLondonUK
  2. 2.University of LeedsLeedsUK
  3. 3.Imperial College LondonLondonUK
  4. 4.University of AdelaideAdelaideAustralia
  5. 5.University of IowaIowa CityUSA
  6. 6.Sunnybrook Health Science CentreTorontoCanada
  7. 7.Deutsches Krebsforschungszentrum (DKFZ)HeidelbergGermany
  8. 8.Visulytix Ltd. ScreenworksLondonUK
  9. 9.King’s College LondonLondonUK
  10. 10.Imperial College LondonLondonUK
  11. 11.University of AdelaideAdelaideAustralia
  12. 12.Queensland University of TechnologyBrisbaneAustralia
  13. 13.University of LisbonLisbonPortugal
  14. 14.University of QueenslandBrisbaneAustralia
  15. 15.University of California Los AngelesLos AngelesUSA
  16. 16.Radboud University Medical CenterNijmegenThe Netherlands
  17. 17.Fraunhofer Institute for Medical Image Computing (MEVIS)BremenGermany
  18. 18.Nagoya UniversityNagoyaJapan
  19. 19.University of CopenhagenCopenhagenDenmark
  20. 20.Harvard Medical SchoolBostonUSA
  21. 21.Philips (Germany)HamburgGermany
  22. 22.University College LondonLondonUK

Bibliographic information

  • Book Title Image Analysis for Moving Organ, Breast, and Thoracic Images
  • Book Subtitle Third International Workshop, RAMBO 2018, Fourth International Workshop, BIA 2018, and First International Workshop, TIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings
  • Editors Danail Stoyanov
    Zeike Taylor
    Bernhard Kainz
    Gabriel Maicas
    Reinhard R. Beichel
    Anne Martel
    Lena Maier-Hein
    Kanwal Bhatia
    Tom Vercauteren
    Ozan Oktay
    Gustavo Carneiro
    Andrew P. Bradley
    Jacinto Nascimento
    Hang Min
    Matthew S. Brown
    Colin Jacobs
    Bianca Lassen-Schmidt
    Kensaku Mori
    Jens Petersen
    Raúl San José Estépar
    Alexander Schmidt-Richberg
    Catarina Veiga
  • Series Title Lecture Notes in Computer Science
  • Series Abbreviated Title Lect.Notes Computer
  • DOI https://doi.org/10.1007/978-3-030-00946-5
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-3-030-00945-8
  • eBook ISBN 978-3-030-00946-5
  • Series ISSN 0302-9743
  • Series E-ISSN 1611-3349
  • Edition Number 1
  • Number of Pages XIV, 350
  • Number of Illustrations 34 b/w illustrations, 122 illustrations in colour
  • Topics Image Processing and Computer Vision
    Artificial Intelligence
    Health Informatics
    Information Systems and Communication Service
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