Accepted Papers

  1. Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data
    Mengyun Qiao, Berke Doga Basaran, Huaqi Qiu, Shuo Wang, Yi Guo, Yuanyuan Wang, Paul M. Matthews, Daniel Rueckert, Wenjia Bai

  2. Learning correspondences of cardiac motion using biomechanics-informed modeling
    Xiaoran Zhang, Chenyu You, Shawn Ahn, Juntang Zhuang, Lawrence Staib, James Duncan

  3. Multi-modal Latent-space Self-alignment for Super-resolution Cardiac MR Segmentation
    Yu Deng, Yang Wen, Linglong Qian, Esther Puyol-Anton, Hao Xu, Kuberan Pushparajah, Zina Ibrahim, Richard Dobson, Alistair Young

  4. Towards real-time optimization of left atrial appendage occlusion device placement through physics-informed neural networks
    Xabier Morales, Carlos Albors Lucas, Jordi Mill, Oscar Camara

  5. Haemodynamic changes in the fetal circulation after connection to an artificial placenta: a computational modelling study
    Maria Inmaculada Villanueva Baxarias, Marc López, Sergio Sánchez, Patricia Garcia-Cañadilla, Paula C. Randanne, Ameth Hawkins, Elisenda Bonet, Elisenda Eixarch, Eduard Gratacós, Fàtima Crispi, Bart Bijnens, Gabriel Bernardino

  6. Personalized Fast Electrophysiology Simulations to Evaluate Arrhythmogenicity of Ventricular Slow Conduction Channels
    Dolors Serra, Paula Franco, Pau Romero, Ignacio Garcia-Fernandez, Miguel Lozano, David Soto-Iglesias, Diego Penela, Antonio Berruezo, Oscar Camara, Rafael Sebastian

  7. Self-supervised motion descriptor for cardiac phase detection in 4D CMR based on discrete vector field estimations
    Sven Koehler, Tarique Hussain, Hamza Hussain, Daniel Young, Samir Sarikouch, Thomas Pickardt, Gerald Greil, Sandy Engelhardt

  8. Going Off-Grid: Continuous Implicit Neural Representations for 3D Vascular Modeling
    Dieuwertje Alblas, Christoph Brune, Kakkhee Yeung, Jelmer Wolterink

  9. Comparison of Semi- and Un-supervised Domain Adaptation Methods for Whole-Heart Segmentation
    Marica Muffoletto, Hao Xu, Hugo Barbaroux, Karl P Kunze, Radhouene Neji, René Botnar, Claudia Prieto, Daniel Rueckert, Alistair Young

  10. Automated quality controlled analysis of cardiovascular magnetic resonance 2D phase contrast CMR imaging
    Emily Chan, Ciaran O’Hanlon, Carlota Asegurado Marquez, Marwenie Petalcorin, Jorge Mariscal-Harana, Haotian Gu, Raymond J. Kim, Robert M. Judd, Phil Chowienczyk, Julia Schnabel, Reza Razavi, Andrew P. King, Bram Ruijsink, Esther Puyol-Anton

  11. An Atlas-Based Analysis of Biventricular Mechanics in Tetralogy of Fallot
    Sachin Govil, Sanjeet Hegde, James C. Perry, Jeffrey H. Omens, Andrew D. McCulloch

  12. Review of data types and model dimensionality for cardiac DTI SMS-related artefact removal
    Michael Tanzer, Guang Yang, Daniel Rueckert, Sonia Nielles-Vallespin

  13. Improving Echocardiography Segmentation by Polar Transformation
    Zishun Feng, Joseph Sivak, Ashok Krishnamurthy

  14. Spatiotemporal Cardiac Statistical Shape Modeling: A Data-Driven Approach
    Jadie Adams, Shireen Elhabian, Alan Morris, Nawazish Khan

  15. Interpretable Prediction of Post-Infarct Ventricular Arrhythmia using Graph Convolutional Network
    Buntheng LY, Sonny Finsterbach, Marta Nuñez-Garcia, Pierre Jais, Damien Garreau, Hubert Cochet, Maxime Sermesant

  16. Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers
    Zihao Wang, Yingyu Yang, Maxime Sermesant, Hervé Delingette

  17. Sensitivity analysis of left atrial wall modeling approaches and inlet/outlet boundary conditions in fluid simulations to predict thrombus formation
    Carlos Albors Lucas, Jordi Mill, Henrik Kjeldsberg, David Vilades, Andy Luis Olivares, Kristian Valen-Sendstad, Oscar Camara

  18. Physics-based deep learning framework to learn and forecast cardiac electrophysiology dynamics
    Victoriya Kashtanova, Mihaela Pop, Ibrahim Ayed, Patrick Gallinari, Maxime Sermesant

  19. Unsupervised machine-learning exploration of morphological and haemodynamic indices to predict thrombus formation at the left atrial appendage
    Marta Saiz Vivó, Jordi Mill, Josquin Harrison, Guillermo Jiménez-Perez, Benoit Legghe, Xavier Iriart, Hubert Cochet, Gemma Piella, Maxime Sermesant, Oscar Camara

  20. Geometrical deep learning for the estimation of residence time in the left atria
    Daniel Cañadas Gómez, Xabier Morales, Oscar Camara

  21. Explainable Electrocardiogram Analysis with Wave Decomposition: Application to Myocardial Infarction Detection
    Yingyu Yang, Marie Rocher, Pamela Moceri, Maxime Sermesant

  22. A systematic study of race and sex bias in CNN-based cardiac MR segmentation
    Tiarna Lee, Esther Puyol-Anton, Bram Ruijsink, Miaojing Shi, Andy King

  23. Mesh U-Nets for 3D Cardiac Deformation Modeling
    Marcel Beetz, Jorge Corral Acero, Abhirup Banerjee, Ingo Eitel, Ernesto Zacur, Torben Lange, Thomas Stiermaier, Ruben Evertz, Sören Backhaus, Holger Thiele, Alfonso Bueno-Orovio, Pablo Lamata, Andreas Schuster, Vicente Grau

  24. Skeletal model-based analysis of the tricuspid valve in hypoplastic left heart syndrome
    Jared Vicory, Christian Herz, Ye Han, David Allemang, Maura Flynn, Alana Cianciulli, Hannah Nam, Patricia Sabin, Andras Lasso, Matthew Jolley, Beatriz Paniagua

  25. Simplifying Disease Staging Models into a Single Anatomical Axis – A Case Study of Aortic Coarctation In-utero
    Uxio Hermida, Milou P.M Van Poppel, David Stojanovski, David F.A. Lloyd, Johannes K. Steinweg, Trisha V. Vigneswaran, John M. Simpson, Reza Rezavi, Adelaide De Vecchi, Kuberan Pushparajah, Pablo Lamata

  26. Point2Mesh-Net: Combining Point Cloud and Mesh-Based Deep Learning for Cardiac Shape Reconstruction
    Marcel Beetz, Abhirup Banerjee, Vicente Grau

  27. Post-Infarction Risk Prediction with Mesh Classification Networks
    Marcel Beetz, Jorge Corral Acero, Abhirup Banerjee, Ingo Eitel, Ernesto Zacur, Torben Lange, Thomas Stiermaier, Ruben Evertz, Sören Backhaus, Holger Thiele, Alfonso Bueno-Orovio, Pablo Lamata, Andreas Schuster, Vicente Grau

  28. Statistical Shape Modeling of Biventricular Anatomy with Shared Boundaries
    Krithika Iyer, Alan Morris, Brian Zenger, Karthik Karnath, Oleks Korshak, Shireen Elhabian

  29. Computerized Analysis of the Human Heart to Guide Targeted Treatment of Atrial Fibrillation
    Roshan Sharma, Andy Lo, Zhaohan Xiong, Martin Stiles, Mark Trew, Christopher Bradley, Jichao Zhao

  30. 3D Mitral Valve Surface Reconstruction from 3D TEE via Graph Neural Networks
    Matthias Ivantsits, Boris Pfahringer, Markus Huellebrand, Lars Walczak, Lennart Tautz, Olena Nemchyna, Serdar Akansel, Jörg Kempfert, Simon Sündermann, Anja Hennemuth

  31. Efficient MRI Reconstruction with Reinforcement Learning for Automatic Acquisition Stopping
    Ruru Xu, Ilkay Oksuz

  32. Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels
    Sihan Wang, Fuping Wu, Lei Li, Zheyao Gao, Byung-Woo Hong, Xiahai Zhuang

  33. PAT-CNN: Automatic Segmentation and Quantification of Pericardial Adipose Tissue from T2-Weighted Cardiac Magnetic Resonance Images
    Zhuoyu Li, Camille Petri, James Howard, Graham Cole, Marta Varela

  34. Deep Computational Model for the Inference of Ventricular Activation Properties
    Lei Li, Julia Camps, Abhirup Banerjee, Marcel Beetz, Blanca Rodriguez, Vicente Grau