28 results on '"Puyol-Antón, Esther"'
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2. An Investigation into the Impact of Deep Learning Model Choice on Sex and Race Bias in Cardiac MR Segmentation
3. A Systematic Study of Race and Sex Bias in CNN-Based Cardiac MR Segmentation
4. The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images
5. Improved AI-Based Segmentation of Apical and Basal Slices from Clinical Cine CMR
6. Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation
7. Deep learning-based quality-controlled spleen assessment from ultrasound images.
8. Sparse Annotation Strategies for Segmentation of Short Axis Cardiac MRI
9. A Deep Learning-Based Fully Automatic Framework for Motion-Existing Cine Image Quality Control and Quantitative Analysis
10. 3D MRI Cardiac Segmentation Under Respiratory Motion Artifacts
11. Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation
12. Automatic Quality Assessment of Cardiac MR Images with Motion Artefacts Using Multi-task Learning and K-Space Motion Artefact Augmentation
13. Automatic Image Quality Assessment and Cardiac Segmentation Based on CMR Images
14. Cardiac Segmentation Using Transfer Learning Under Respiratory Motion Artifacts
15. PAT-CNN: Automatic Segmentation and Quantification of Pericardial Adipose Tissue from T2-Weighted Cardiac Magnetic Resonance Images
16. Improving Echocardiography Segmentation by Polar Transformation
17. 3D Right Ventricle Reconstruction from 2D U-Net Segmentation of Sparse Short-Axis and 4-Chamber Cardiac Cine MRI Views
18. Refined Deep Layer Aggregation for Multi-Disease, Multi-View & Multi-Center Cardiac MR Segmentation
19. Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation
20. Multi-view SA-LA Net: A Framework for Simultaneous Segmentation of RV on Multi-view Cardiac MR Images
21. Using MRI-specific Data Augmentation to Enhance the Segmentation of Right Ventricle in Multi-disease, Multi-center and Multi-view Cardiac MRI
22. Simultaneous Segmentation and Motion Estimation of Left Ventricular Myocardium in 3D Echocardiography Using Multi-task Learning
23. A Hybrid Network for Automatic Myocardial Infarction Segmentation in Delayed Enhancement-MRI
24. Cascaded Convolutional Neural Network for Automatic Myocardial Infarction Segmentation from Delayed-Enhancement Cardiac MRI
25. Multi-center, Multi-vendor, and Multi-disease Cardiac Image Segmentation Using Scale-Independent Multi-gate UNET
26. A 2-Step Deep Learning Method with Domain Adaptation for Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Magnetic Resonance Segmentation
27. Left Atrial Ejection Fraction Estimation Using SEGANet for Fully Automated Segmentation of CINE MRI
28. PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data
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