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Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges

5th International Workshop, STACOM 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014, Revised Selected Papers

  • Conference proceedings
  • © 2015

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Editors:
  1. Oscar Camara

    1. University Pompeu Fabra, Barcelona, Spain

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  2. Tommaso Mansi

    1. Siemens Corporate Technology, Princeton, USA

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  3. Mihaela Pop

    1. Sunnybrook Research Institute, Toronto, Canada

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  4. Kawal Rhode

    1. St. Thomas Hospital, London, United Kingdom

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  5. Maxime Sermesant

    1. Inria, Sophia Antipolis, France

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  6. Alistair Young

    1. University of Auckland, Auckland, New Zealand

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8896)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: STACOM 2014.

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About this book

This book constitutes the thoroughly refereed post-conference proceedings of the 5th International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2014, held in conjunction with MICCAI 2014, in Boston, MA, USA, in September 2014. The 30 revised full papers were carefully reviewed and selected from numerous submissions. The papers cover a wide range of topics such as sections on cardiac image processing; atlas construction; statistical modelling of cardiac function across different patient populations; cardiac mapping; 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.

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Table of contents (30 papers)

  1. Front Matter

    Pages I-XII
    Download chapter PDF

  2. MoCo (Motion Correction) Challenge

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Advanced Normalization Tools for Cardiac Motion Correction

      • Nicholas J. Tustison, Yang Yang, Michael Salerno
      Pages 3-12

    3. Deformable Image Registration and Intensity Correction of Cardiac Perfusion MRI

      • Mehran Ebrahimi, Sancgeetha Kulaseharan
      Pages 13-20

    4. Comparison of Linear and Non-linear 2D+T Registration Methods for DE-MRI Cardiac Perfusion Studies

      • Gert Wollny, María-Jesus Ledesma-Carbayo
      Pages 21-31

    5. Motion Correction for Dynamic Contrast-Enhanced CMR Perfusion Images Using a Consecutive Finite Element Model Warping

      • Nils Noorman, James Small, Avan Suinesiaputra, Brett Cowan, Alistair A. Young
      Pages 32-40

    6. Deformable and Rigid Model-Based Image Registration for Quantitative Cardiac Perfusion

      • Devavrat Likhite, Ganesh Adluru, Edward DiBella
      Pages 41-50

    7. Automatic Perfusion Analysis Using Phase-Based Registration and Object-Based Image Analysis

      • Lennart Tautz, Teodora Chitiboi, Anja Hennemuth
      Pages 51-60

  3. LV mechanics Challenge

    1. Front Matter

      Pages 61-61
      Download chapter PDF

    2. Left Ventricular Diastolic and Systolic Material Property Estimation from Image Data

      • Adarsh Krishnamurthy, Christopher Villongco, Amanda Beck, Jeffrey Omens, Andrew McCulloch
      Pages 63-73

    3. Evaluation of Personalised Canine Electromechanical Models

      • Sophie Giffard-Roisin, Stéphanie Marchesseau, Loïc Le Folgoc, Hervé Delingette, Maxime Sermesant
      Pages 74-82

    4. Connection Forms for Beating the Heart

      • Arthur Mensch, Emmanuel Piuze, Lucas Lehnert, Adrianus J. Bakermans, Jon Sporring, Gustav J. Strijkers et al.
      Pages 83-92

    5. Patient–Specific Parameter Estimation for a Transversely Isotropic Active Strain Model of Left Ventricular Mechanics

      • Sjur Gjerald, Johan Hake, Simone Pezzuto, Joakim Sundnes, Samuel T. Wall
      Pages 93-104

    6. Estimation of Diastolic Biomarkers: Sensitiviy to Fibre Orientation

      • Sander Land, Steve Niederer, Pablo Lamata
      Pages 105-113

    7. Fully-Coupled Electromechanical Simulations of the LV Dog Anatomy Using HPC: Model Testing and Verification

      • Jazmin Aguado-Sierra, Alfonso Santiago, Matias I. Rivero, Mariña López-Yunta, David Soto-Iglesias, Lydia Dux-Santoy et al.
      Pages 114-122

    8. STACOM Challenge: Simulating Left Ventricular Mechanics in the Canine Heart

      • Liya Asner, Myrianthi Hadjicharalambous, Jack Lee, David Nordsletten
      Pages 123-134

    9. Identifying Myocardial Mechanical Properties from MRI Using an Orthotropic Constitutive Model

      • Zhinuo J. Wang, Vicky Y. Wang, Sue-Mun Huang, Justyna A. Niestrawska, Alistair A. Young, Martyn P. Nash
      Pages 135-144

  4. Regular papers

    1. Front Matter

      Pages 145-145
      Download chapter PDF

    2. Evaluating Local Contractions from Large Deformations Using Affine Invariant Spectral Geometry

      • Dan Raviv, Jon Lessick, Ramesh Raskar
      Pages 147-157

    3. Image-Based View-Angle Independent Cardiorespiratory Motion Gating for X-ray-Guided Interventional Electrophysiology Procedures

      • Maria Panayiotou, Andrew P. King, R. James Housden, YingLiang Ma, Michael Truong, Michael Cooklin et al.
      Pages 158-167
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Other volumes

  1. Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges

Editors and Affiliations

  • University Pompeu Fabra, Barcelona, Spain

    Oscar Camara

  • Siemens Corporate Technology, Princeton, USA

    Tommaso Mansi

  • Sunnybrook Research Institute, Toronto, Canada

    Mihaela Pop

  • St. Thomas Hospital, London, United Kingdom

    Kawal Rhode

  • Inria, Sophia Antipolis, France

    Maxime Sermesant

  • University of Auckland, Auckland, New Zealand

    Alistair Young

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