50 results on '"Campello, Víctor"'
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2. SpeChrOmics: A Biomarker Characterization Framework for Medical Hyperspectral Imaging
3. Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation
4. nn-UNet Training on CycleGAN-Translated Images for Cross-modal Domain Adaptation in Biomedical Imaging
5. Style Curriculum Learning for Robust Medical Image Segmentation
6. Stacked BCDU-Net with Semantic CMR Synthesis: Application to Myocardial Pathology Segmentation Challenge
7. Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI
8. Uncertainty-Based Segmentation of Myocardial Infarction Areas on Cardiac MR Images
9. Deep-Learning-Based Myocardial Pathology Detection
10. Style-Invariant Cardiac Image Segmentation with Test-Time Augmentation
11. A Generalizable Deep-Learning Approach for Cardiac Magnetic Resonance Image Segmentation Using Image Augmentation and Attention U-Net
12. Anatomy Prior Based U-net for Pathology Segmentation with Attention
13. Classification of Pathological Cases of Myocardial Infarction Using Convolutional Neural Network and Random Forest
14. Efficient 3D Deep Learning for Myocardial Diseases Segmentation
15. Automatic Myocardial Infarction Evaluation from Delayed-Enhancement Cardiac MRI Using Deep Convolutional Networks
16. Automatic Scar Segmentation from DE-MRI Using 2D Dilated UNet with Rotation-Based Augmentation
17. Disentangled Representations for Domain-Generalized Cardiac Segmentation
18. Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image Segmentation
19. Automatic Myocardial Disease Prediction from Delayed-Enhancement Cardiac MRI and Clinical Information
20. A Hybrid Network for Automatic Myocardial Infarction Segmentation in Delayed Enhancement-MRI
21. SM2N2: A Stacked Architecture for Multimodal Data and Its Application to Myocardial Infarction Detection
22. Cascaded Convolutional Neural Network for Automatic Myocardial Infarction Segmentation from Delayed-Enhancement Cardiac MRI
23. Comparison of a Hybrid Mixture Model and a CNN for the Segmentation of Myocardial Pathologies in Delayed Enhancement MRI
24. Deidentifying MRI Data Domain by Iterative Backpropagation
25. PIEMAP: Personalized Inverse Eikonal Model from Cardiac Electro-Anatomical Maps
26. Adaptive Preprocessing for Generalization in Cardiac MR Image Segmentation
27. Generalisable Cardiac Structure Segmentation via Attentional and Stacked Image Adaptation
28. Towards Mesh-Free Patient-Specific Mitral Valve Modeling
29. Histogram Matching Augmentation for Domain Adaptation with Application to Multi-centre, Multi-vendor and Multi-disease Cardiac Image Segmentation
30. A Deep Convolutional Neural Network Approach for the Segmentation of Cardiac Structures from MRI Sequences
31. Multi-center, Multi-vendor, and Multi-disease Cardiac Image Segmentation Using Scale-Independent Multi-gate UNET
32. Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer
33. Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks
34. Studying Robustness of Semantic Segmentation Under Domain Shift in Cardiac MRI
35. Random Style Transfer Based Domain Generalization Networks Integrating Shape and Spatial Information
36. A 2-Step Deep Learning Method with Domain Adaptation for Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Magnetic Resonance Segmentation
37. Quality-Aware Semi-supervised Learning for CMR Segmentation
38. Automatic Multiplanar CT Reformatting from Trans-Axial into Left Ventricle Short-Axis View
39. Shape Constrained CNN for Cardiac MR Segmentation with Simultaneous Prediction of Shape and Pose Parameters
40. Automatic Detection of Landmarks for Fast Cardiac MR Image Registration
41. Modelling Cardiac Motion via Spatio-Temporal Graph Convolutional Networks to Boost the Diagnosis of Heart Conditions
42. A Cartesian Grid Representation of Left Atrial Appendages for a Deep Learning Estimation of Thrombogenic Risk Predictors
43. Left Atrial Ejection Fraction Estimation Using SEGANet for Fully Automated Segmentation of CINE MRI
44. Estimation of Cardiac Valve Annuli Motion with Deep Learning
45. PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data
46. A Persistent Homology-Based Topological Loss Function for Multi-class CNN Segmentation of Cardiac MRI
47. Segmentation-Free Estimation of Aortic Diameters from MRI Using Deep Learning
48. Graph Convolutional Regression of Cardiac Depolarization from Sparse Endocardial Maps
49. 4D Flow Magnetic Resonance Imaging for Left Atrial Haemodynamic Characterization and Model Calibration
50. Estimation of Imaging Biomarker’s Progression in Post-infarct Patients Using Cross-sectional Data
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