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© 2019

Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges

9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers

  • Mihaela Pop
  • Maxime Sermesant
  • Jichao Zhao
  • Shuo Li
  • Kristin McLeod
  • Alistair Young
  • Kawal Rhode
  • Tommaso Mansi
Conference proceedings STACOM 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11395)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11395)

Table of contents

  1. Front Matter
    Pages I-XIV
  2. Regular Papers

    1. Front Matter
      Pages 1-1
    2. Tabish A. Syed, Babak Samari, Kaleem Siddiqi
      Pages 3-11
    3. Abhirup Banerjee, Rajesh K. Kharbanda, Robin P. Choudhury, Vicente Grau
      Pages 12-20
    4. Jakob M. Slipsager, Kristine A. Juhl, Per E. Sigvardsen, Klaus F. Kofoed, Ole De Backer, Andy L. Olivares et al.
      Pages 32-39
    5. Fumin Guo, Mengyuan Li, Matthew Ng, Graham Wright, Mihaela Pop
      Pages 49-57
    6. Jordi Mill, Andy L. Olivares, Etelvino Silva, Ibai Genua, Alvaro Fernandez, Ainhoa Aguado et al.
      Pages 58-66
    7. Claire Vannelli, Wenyao Xia, John Moore, Terry Peters
      Pages 67-76
    8. Omar S. Al-Kadi, Allen Lu, Albert J. Sinusas, James S. Duncan
      Pages 77-84
    9. Yongjie Duan, Jianjiang Feng, Jiwen Lu, Jie Zhou
      Pages 85-93
    10. Esther Puyol-Antón, Bram Ruijsink, Hélène Langet, Mathieu De Craene, Paolo Piro, Julia A. Schnabel et al.
      Pages 94-102
    11. Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Stefan K. Piechnik et al.
      Pages 114-121
    12. Ziyan Li, Jianjiang Feng, Zishun Feng, Yunqiang An, Yang Gao, Bin Lu et al.
      Pages 122-130
    13. Ahmed H. Aly, Abdullah H. Aly, Mahmoud Elrakhawy, Kirlos Haroun, Luis Prieto-Riascos, Robert C. Gorman Jr. et al.
      Pages 142-151
    14. Lei Li, Guang Yang, Fuping Wu, Tom Wong, Raad Mohiaddin, David Firmin et al.
      Pages 152-160
    15. Siyeop Yoon, Stephen Baek, Deukhee Lee
      Pages 161-170

About these proceedings

Introduction

This book constitutes the thoroughly refereed post-workshop proceedings of the 9th International Workshop on Statistical Atlases and Computational Models of the Heart: Atrial Segmentation and LV Quantification Challenges, STACOM 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018.
The 52 revised full workshop papers were carefully reviewed and selected from 60 submissions. The topics of the workshop included: cardiac imaging and image processing, machine learning applied to cardiac imaging and image analysis, atlas construction, statistical modelling of cardiac function across different patient populations, cardiac computational physiology, model customization, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analyses, as well as the pre-clinical and clinical applicability of these methods.

Keywords

cardiac statistical atlases image analysis atrial segmentation left ventricle quantification electrophysiology modeling heart biomechanical simulations CFD neural networks deep learning image processing artificial intelligence image segmentation segmentation methods SVM medical images image reconstruction cross validation image quality wireless networks automatic segmentations

Editors and affiliations

  • Mihaela Pop
    • 1
  • Maxime Sermesant
    • 2
  • Jichao Zhao
    • 3
  • Shuo Li
    • 4
  • Kristin McLeod
    • 5
  • Alistair Young
    • 6
  • Kawal Rhode
    • 7
  • Tommaso Mansi
    • 8
  1. 1.University of TorontoTorontoCanada
  2. 2.Inria, Epione GroupSophia-AntipolisFrance
  3. 3.Auckland UniversityAucklandNew Zealand
  4. 4.University of Western OntarioLondonCanada
  5. 5.GE HealthcareOsloNorway
  6. 6.King’s College LondonLondonUK
  7. 7.King’s College LondonLondonUK
  8. 8.Siemens Medical Solutions USA, Inc.PrincetonUSA

Bibliographic information

  • Book Title Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges
  • Book Subtitle 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers
  • Editors Mihaela Pop
    Maxime Sermesant
    Jichao Zhao
    Shuo Li
    Kristin McLeod
    Alistair Young
    Kawal Rhode
    Tommaso Mansi
  • Series Title Lecture Notes in Computer Science
  • Series Abbreviated Title Lect.Notes Computer
  • DOI https://doi.org/10.1007/978-3-030-12029-0
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-3-030-12028-3
  • eBook ISBN 978-3-030-12029-0
  • Series ISSN 0302-9743
  • Series E-ISSN 1611-3349
  • Edition Number 1
  • Number of Pages XIV, 487
  • Number of Illustrations 24 b/w illustrations, 192 illustrations in colour
  • Topics Image Processing and Computer Vision
    Artificial Intelligence
    Computer Communication Networks
    Data Mining and Knowledge Discovery
  • Buy this book on publisher's site
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