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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
    16. Benjamin Villard, Ernesto Zacur, Vicente Grau
      Pages 171-180
    17. Dong Yang, Bo Liu, Leon Axel, Dimitris Metaxas
      Pages 181-190
    18. Chengjia Wang, Tom MacGillivray, Gillian Macnaught, Guang Yang, David Newby
      Pages 191-199
    19. Ibai Genua, Andy L. Olivares, Etelvino Silva, Jordi Mill, Alvaro Fernandez, Ainhoa Aguado et al.
      Pages 200-208
  3. 3D Atrial Segmentation Challenge

    1. Front Matter
      Pages 209-209
    2. Shuman Jia, Antoine Despinasse, Zihao Wang, Hervé Delingette, Xavier Pennec, Pierre Jaïs et al.
      Pages 221-229
    3. Mengyun Qiao, Yuanyuan Wang, Rob J. van der Geest, Qian Tao
      Pages 230-236
    4. Cheng Bian, Xin Yang, Jianqiang Ma, Shen Zheng, Yu-An Liu, Reza Nezafat et al.
      Pages 237-245
    5. Xin Yang, Na Wang, Yi Wang, Xu Wang, Reza Nezafat, Dong Ni et al.
      Pages 246-254
    6. Caizi Li, Qianqian Tong, Xiangyun Liao, Weixin Si, Yinzi Sun, Qiong Wang et al.
      Pages 255-264
    7. Chandrakanth Jayachandran Preetha, Shyamalakshmi Haridasan, Vahid Abdi, Sandy Engelhardt
      Pages 265-272
    8. Nicoló Savioli, Giovanni Montana, Pablo Lamata
      Pages 273-281
    9. Wilson Fok, Kevin Jamart, Jichao Zhao, Justin Fernandez
      Pages 282-291
    10. Chen Chen, Wenjia Bai, Daniel Rueckert
      Pages 292-301
    11. Marta Nuñez-Garcia, Xiahai Zhuang, Gerard Sanroma, Lei Li, Lingchao Xu, Constantine Butakoff et al.
      Pages 302-310
    12. Yashu Liu, Yangyang Dai, Cong Yan, Kuanquan Wang
      Pages 311-318
    13. Davide Borra, Alessandro Masci, Lorena Esposito, Alice Andalò, Claudio Fabbri, Cristiana Corsi
      Pages 329-338
    14. Élodie Puybareau, Zhou Zhao, Younes Khoudli, Edwin Carlinet, Yongchao Xu, Jérôme Lacotte et al.
      Pages 339-347
    15. Coen de Vente, Mitko Veta, Orod Razeghi, Steven Niederer, Josien Pluim, Kawal Rhode et al.
      Pages 348-356
    16. Tim Sodergren, Riddhish Bhalodia, Ross Whitaker, Joshua Cates, Nassir Marrouche, Shireen Elhabian
      Pages 357-367
  4. Left Ventricle Full Quantification Challenge

    1. Front Matter
      Pages 369-369
    2. Eric Kerfoot, James Clough, Ilkay Oksuz, Jack Lee, Andrew P. King, Julia A. Schnabel
      Pages 371-380
    3. Lihong Liu, Jin Ma, Jianzong Wang, Jing Xiao
      Pages 412-420
    4. Wenjun Yan, Yuanyuan Wang, Shaoxiang Chen, Rob J. van der Geest, Qian Tao
      Pages 421-428
    5. Guanyu Yang, Tiancong Hua, Chao Lu, Tan Pan, Xiao Yang, Liyu Hu et al.
      Pages 429-438

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

  • 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
  • Print ISBN 978-3-030-12028-3
  • Online ISBN 978-3-030-12029-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site