Esther Puyol-Antón
Scholar

Esther Puyol-Antón

Google Scholar ID: KbyHPpUAAAAJ
Senior Research Scientist, HeartFlow
Medical Image AnalysisMachine LearningComputer Vision
Google Scholar↗
Citations & Impact
All-time
Citations
1,812
 
H-index
22
 
i10-index
39
 
Publications
20
 
Co-authors
14
list available
Contact
No contact links provided.
Publications
6 items
Comparison of Loss Functions for Robust Deep Learning-based Echocardiography Segmentation when Learning with Partially Labelled Data from Multiple Domains
2026
Cited
0
Confidence Matters: Uncertainty Quantification and Precision Assessment of Deep Learning-based CMR Biomarker Estimates Using Scan-rescan Data
2026
Cited
0
Positional Segmentor-Guided Counterfactual Fine-Tuning for Spatially Localized Image Synthesis
2026
Cited
0
Localising Shortcut Learning in Pixel Space via Ordinal Scoring Correlations for Attribution Representations (OSCAR)
2025
Cited
0
Segmentor-Guided Counterfactual Fine-Tuning for Image Synthesis
2025
Cited
0
The Impact of Skin Tone Label Granularity on the Performance and Fairness of AI Based Dermatology Image Classification Models
2025
Cited
0
Resume (English only)
Co-authors
14 total
Andrew P King
Andrew P King
King's College London
Bram Ruijsink MD, PhD
Bram Ruijsink MD, PhD
Cardiology Registrar and Clinical Research Fellow, King's College London & UMC Utrecht
Co-author 3
Co-author 3
Julia A Schnabel
Julia A Schnabel
Technical University of Munich, Helmholtz Munich and King's College London
Ilkay Oksuz
Ilkay Oksuz
Istanbul Technical University, King's College London
Matthew Sinclair
Matthew Sinclair
Research at Heartflow, Inc. & Honorary Research Fellow at Imperial College London
Daniel Rueckert
Daniel Rueckert
Technical University of Munich and Imperial College London
Wenjia Bai (柏文佳)
Wenjia Bai (柏文佳)
Reader, Imperial College London