Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data
3. Altmetric Badge
   Chapter 2 Learning Correspondences of Cardiac Motion from Images Using Biomechanics-Informed Modeling
4. Altmetric Badge
   Chapter 3 Multi-modal Latent-Space Self-alignment for Super-Resolution Cardiac MR Segmentation
5. Altmetric Badge
   Chapter 4 Towards Real-Time Optimization of Left Atrial Appendage Occlusion Device Placement Through Physics-Informed Neural Networks
6. Altmetric Badge
   Chapter 5 Haemodynamic Changes in the Fetal Circulation Post-connection to an Artificial Placenta: A Computational Modelling Study
7. Altmetric Badge
   Chapter 6 Personalized Fast Electrophysiology Simulations to Evaluate Arrhythmogenicity of Ventricular Slow Conduction Channels
8. Altmetric Badge
   Chapter 7 Self-supervised Motion Descriptor for Cardiac Phase Detection in 4D CMR Based on Discrete Vector Field Estimations
9. Altmetric Badge
   Chapter 8 Going Off-Grid: Continuous Implicit Neural Representations for 3D Vascular Modeling
10. Altmetric Badge
    Chapter 9 Comparison of Semi- and Un-Supervised Domain Adaptation Methods for Whole-Heart Segmentation
11. Altmetric Badge
    Chapter 10 Automated Quality Controlled Analysis of 2D Phase Contrast Cardiovascular Magnetic Resonance Imaging
12. Altmetric Badge
    Chapter 11 An Atlas-Based Analysis of Biventricular Mechanics in Tetralogy of Fallot
13. Altmetric Badge
    Chapter 12 Review of Data Types and Model Dimensionality for Cardiac DTI SMS-Related Artefact Removal
14. Altmetric Badge
    Chapter 13 Improving Echocardiography Segmentation by Polar Transformation
15. Altmetric Badge
    Chapter 14 Spatiotemporal Cardiac Statistical Shape Modeling: A Data-Driven Approach
16. Altmetric Badge
    Chapter 15 Interpretable Prediction of Post-Infarct Ventricular Arrhythmia Using Graph Convolutional Network
17. Altmetric Badge
    Chapter 16 Unsupervised Echocardiography Registration Through Patch-Based MLPs and Transformers
18. Altmetric Badge
    Chapter 17 Sensitivity Analysis of Left Atrial Wall Modeling Approaches and Inlet/Outlet Boundary Conditions in Fluid Simulations to Predict Thrombus Formation
19. Altmetric Badge
    Chapter 18 APHYN-EP: Physics-Based Deep Learning Framework to Learn and Forecast Cardiac Electrophysiology Dynamics
20. Altmetric Badge
    Chapter 19 Unsupervised Machine Learning Exploration of Morphological and Haemodynamic Indices to Predict Thrombus Formation in the Left Atrial Appendage
21. Altmetric Badge
    Chapter 20 Geometrical Deep Learning for the Estimation of Residence Time in the Left Atria
22. Altmetric Badge
    Chapter 21 Explainable Electrocardiogram Analysis with Wave Decomposition: Application to Myocardial Infarction Detection
23. Altmetric Badge
    Chapter 22 A Systematic Study of Race and Sex Bias in CNN-Based Cardiac MR Segmentation
24. Altmetric Badge
    Chapter 23 Mesh U-Nets for 3D Cardiac Deformation Modeling
25. Altmetric Badge
    Chapter 24 Skeletal Model-Based Analysis of the Tricuspid Valve in Hypoplastic Left Heart Syndrome
26. Altmetric Badge
    Chapter 25 Simplifying Disease Staging Models into a Single Anatomical Axis - A Case Study of Aortic Coarctation In-utero
27. Altmetric Badge
    Chapter 26 Point2Mesh-Net: Combining Point Cloud and Mesh-Based Deep Learning for Cardiac Shape Reconstruction
28. Altmetric Badge
    Chapter 27 Post-Infarction Risk Prediction with Mesh Classification Networks
29. Altmetric Badge
    Chapter 28 Statistical Shape Modeling of Biventricular Anatomy with Shared Boundaries
30. Altmetric Badge
    Chapter 29 Computerized Analysis of the Human Heart to Guide Targeted Treatment of Atrial Fibrillation
31. Altmetric Badge
    Chapter 30 3D Mitral Valve Surface Reconstruction from 3D TEE via Graph Neural Networks
32. Altmetric Badge
    Chapter 31 Efficient MRI Reconstruction with Reinforcement Learning for Automatic Acquisition Stopping
33. Altmetric Badge
    Chapter 32 Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels
34. Altmetric Badge
    Chapter 33 PAT-CNN: Automatic Segmentation and Quantification of Pericardial Adipose Tissue from T2-Weighted Cardiac Magnetic Resonance Images
35. Altmetric Badge
    Chapter 34 Deep Computational Model for the Inference of Ventricular Activation Properties
36. Altmetric Badge
    Chapter 35 Semi-supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo Labels
37. Altmetric Badge
    Chapter 36 Cardiac Segmentation Using Transfer Learning Under Respiratory Motion Artifacts
38. Altmetric Badge
    Chapter 37 Deep Learning Based Classification and Segmentation for Cardiac Magnetic Resonance Imaging with Respiratory Motion Artifacts
39. Altmetric Badge
    Chapter 38 Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation
40. Altmetric Badge
    Chapter 39 Automatic Quality Assessment of Cardiac MR Images with Motion Artefacts Using Multi-task Learning and K-Space Motion Artefact Augmentation
41. Altmetric Badge
    Chapter 40 Motion-Related Artefact Classification Using Patch-Based Ensemble and Transfer Learning in Cardiac MRI
42. Altmetric Badge
    Chapter 41 Automatic Image Quality Assessment and Cardiac Segmentation Based on CMR Images
43. Altmetric Badge
    Chapter 42 Detecting Respiratory Motion Artefacts for Cardiovascular MRIs to Ensure High-Quality Segmentation
44. Altmetric Badge
    Chapter 43 3D MRI Cardiac Segmentation Under Respiratory Motion Artifacts
45. Altmetric Badge
    Chapter 44 Cardiac MR Image Segmentation and Quality Control in the Presence of Respiratory Motion Artifacts Using Simulated Data
46. Altmetric Badge
    Chapter 45 Combination Special Data Augmentation and Sampling Inspection Network for Cardiac Magnetic Resonance Imaging Quality Classification
47. Altmetric Badge
    Chapter 46 Automatic Cardiac Magnetic Resonance Respiratory Motions Assessment and Segmentation
48. Altmetric Badge
    Chapter 47 Robust Cardiac MRI Segmentation with Data-Centric Models to Improve Performance via Intensive Pre-training and Augmentation
49. Altmetric Badge
    Chapter 48 A Deep Learning-Based Fully Automatic Framework for Motion-Existing Cine Image Quality Control and Quantitative Analysis