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Esther Puyol-Ant\'on

Identifiers

  • name variant Esther Puyol-Ant\'on 0.60 · backfill

Papers (18)

  1. Comparison of Loss Functions for Robust Deep Learning-based Echocardiography Segmentation when Learning with Partially Labelled Data from Multiple Domains cs.CV · 2026 · author #2
  2. The Impact of Skin Tone Label Granularity on the Performance and Fairness of AI Based Dermatology Image Classification Models cs.CV · 2025 · author #5
  3. DeepSPV: A Deep Learning Pipeline for 3D Spleen Volume Estimation from 2D Ultrasound Images eess.IV · 2024 · author #6
  4. Improving the Scan-rescan Precision of AI-based CMR Biomarker Estimation q-bio.QM · 2024 · author #3
  5. Improved 3D Whole Heart Geometry from Sparse CMR Slices eess.IV · 2024 · author #4
  6. Improving Deep Learning Model Calibration for Cardiac Applications using Deterministic Uncertainty Networks and Uncertainty-aware Training cs.LG · 2024 · author #5
  7. Bias in Unsupervised Anomaly Detection in Brain MRI eess.IV · 2023 · author #2
  8. An investigation into the impact of deep learning model choice on sex and race bias in cardiac MR segmentation eess.IV · 2023 · author #2
  9. Automated Quality Controlled Analysis of 2D Phase Contrast Cardiovascular Magnetic Resonance Imaging eess.IV · 2022 · author #14
  10. A Deep Learning-based Integrated Framework for Quality-aware Undersampled Cine Cardiac MRI Reconstruction and Analysis eess.IV · 2022 · author #2
  11. AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography physics.med-ph · 2022 · author #1
  12. Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction eess.IV · 2021 · author #11
  13. Improved AI-based segmentation of apical and basal slices from clinical cine CMR eess.IV · 2021 · author #6
  14. A Multimodal Deep Learning Model for Cardiac Resynchronisation Therapy Response Prediction eess.IV · 2021 · author #1
  15. Probabilistic 3D surface reconstruction from sparse MRI information cs.CV · 2020 · author #4
  16. Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction eess.IV · 2020 · author #1
  17. Assessing the Impact of Blood Pressure on Cardiac Function Using Interpretable Biomarkers and Variational Autoencoders cs.LG · 2019 · author #1
  18. Uncertainty Quantification in CNN-Based Surface Prediction Using Shape Priors cs.CV · 2018 · author #4

Mentions

  • 2607.05008 #2 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2509.11184 #5 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2411.11190 #6 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2408.11754 #3 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2408.07532 #4 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2405.06487 #5 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2308.13861 #2 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2308.13415 #2 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2209.14212 #14 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2203.11726 #1 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2205.01673 #2 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2109.10641 #11 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2109.09421 #6 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2107.10662 #1 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2006.13811 #1 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 1908.04538 #1 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 2010.02041 #4 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on
  • 1807.11272 #4 · arxiv_oai · confidence 0.70 Esther Puyol-Ant\'on

Frequent Coauthors