35 results on '"Puyol-Antón, Esther"'
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2. A Systematic Study of Race and Sex Bias in CNN-Based Cardiac MR Segmentation
3. Quality-Aware Cine Cardiac MRI Reconstruction and Analysis from Undersampled K-Space Data
4. Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation
5. Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction
6. Global and Local Interpretability for Cardiac MRI Classification
7. CineJENSE: Simultaneous Cine MRI Image Reconstruction and Sensitivity Map Estimation Using Neural Representations
8. ReconNext: A Encoder-Decoder Skip Cross Attention Based Approach to Reconstruct Cardiac MRI
9. DiffCMR: Fast Cardiac MRI Reconstruction with Diffusion Probabilistic Models
10. Multi-scale Inter-frame Information Fusion Based Network for Cardiac MRI Reconstruction
11. Space-Time Deformable Attention Parallel Imaging Reconstruction for Highly Accelerated Cardiac MRI
12. C3-Net: Complex-Valued Cascading Cross-Domain Convolutional Neural Network for Reconstructing Undersampled CMR Images
13. Cardiac MRI Reconstruction from Undersampled K-Space Using Double-Stream IFFT and a Denoising GNA-UNET Pipeline
14. Sparse Annotation Strategies for Segmentation of Short Axis Cardiac MRI
15. Generating Virtual Populations of 3D Cardiac Anatomies with Snowflake-Net
16. Combination Special Data Augmentation and Sampling Inspection Network for Cardiac Magnetic Resonance Imaging Quality Classification
17. Automatic Quality Assessment of Cardiac MR Images with Motion Artefacts Using Multi-task Learning and K-Space Motion Artefact Augmentation
18. Motion-Related Artefact Classification Using Patch-Based Ensemble and Transfer Learning in Cardiac MRI
19. PAT-CNN: Automatic Segmentation and Quantification of Pericardial Adipose Tissue from T2-Weighted Cardiac Magnetic Resonance Images
20. Mesh U-Nets for 3D Cardiac Deformation Modeling
21. Efficient MRI Reconstruction with Reinforcement Learning for Automatic Acquisition Stopping
22. Statistical Shape Modeling of Biventricular Anatomy with Shared Boundaries
23. Post-Infarction Risk Prediction with Mesh Classification Networks
24. Review of Data Types and Model Dimensionality for Cardiac DTI SMS-Related Artefact Removal
25. A Multi-view Crossover Attention U-Net Cascade with Fourier Domain Adaptation for Multi-domain Cardiac MRI Segmentation
26. Refined Deep Layer Aggregation for Multi-Disease, Multi-View & Multi-Center Cardiac MR Segmentation
27. Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation
28. Using MRI-specific Data Augmentation to Enhance the Segmentation of Right Ventricle in Multi-disease, Multi-center and Multi-view Cardiac MRI
29. Generating Subpopulation-Specific Biventricular Anatomy Models Using Conditional Point Cloud Variational Autoencoders
30. Right Ventricle Segmentation via Registration and Multi-input Modalities in Cardiac Magnetic Resonance Imaging from Multi-disease, Multi-view and Multi-center
31. Predicting 3D Cardiac Deformations with Point Cloud Autoencoders
32. Cross-domain Artefact Correction of Cardiac MRI
33. Anatomy Prior Based U-net for Pathology Segmentation with Attention
34. Automatic Myocardial Disease Prediction from Delayed-Enhancement Cardiac MRI and Clinical Information
35. Adaptive Preprocessing for Generalization in Cardiac MR Image Segmentation
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