Esther Puyol‐Antón
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Fairness in Cardiac Magnetic Resonance Imaging: Assessing Sex and Racial Bias in Deep Learning-Based Segmentation
2022 · 68 Zit. · Frontiers in Cardiovascular Medicine
Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation
2021 · 24 Zit. · Lecture notes in computer science
A Systematic Study of Race and Sex Bias in CNN-Based Cardiac MR Segmentation
2022 · 14 Zit. · Lecture notes in computer science
Fairness in Cardiac Magnetic Resonance Imaging: Assessing Sex and Racial Bias in Deep Learning-based Segmentation
2021 · 13 Zit. · medRxiv
An Investigation into the Impact of Deep Learning Model Choice on Sex and Race Bias in Cardiac MR Segmentation
2023 · 8 Zit. · Lecture notes in computer science
An investigation into the impact of deep learning model choice on sex and race bias in cardiac MR segmentation
2023 · 1 Zit. · arXiv (Cornell University)
A systematic study of race and sex bias in CNN-based cardiac MR segmentation
2022 · 1 Zit. · arXiv (Cornell University)
Addressing Deep Learning Model Calibration Using Evidential Neural Networks and Uncertainty-Aware Training
2023 · 0 Zit. · arXiv (Cornell University)
Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction
2021 · 0 Zit. · arXiv (Cornell University)
Does a Rising Tide Lift All Boats? Bias Mitigation for AI-Based CMR Segmentation
2025 · 0 Zit. · Lecture notes in computer science
Improving the Scan-Rescan Precision of AI-Based CMR Biomarker Estimation
2025 · 0 Zit. · Lecture notes in computer science
Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to\n Data Imbalance in Deep Learning Based Segmentation
2021 · 0 Zit. · arXiv (Cornell University)