Esther Puyol‐Antón - Publications, H-index & Citations

Esther Puyol‐Antón

university of london

19H指数

139论文数

1.2K被引数

收录论文 30

发表时间

The Impact of Skin Tone Label Granularity on the Performance and Fairness of AI Based Dermatology Image Classification Models 肤色标签粒度对基于AI的皮肤病学图像分类模型性能和公平性的影响

FAIRNESS OF AI IN MEDICAL IMAGING, FAIMI 2025

IF0

2026-01-01

PREAI

Shah, Partha; Sankhe, Durva; Rashid, Maariyah; Khaled, Zakaa; Puyol-Anton, Esther; Lee, Tiarna; Alqarni, Maram; Rai, Sweta; King, Andrew P.

Does a Rising Tide Lift All Boats? Bias Mitigation for AI-Based CMR Segmentation 上升的浪潮能否让所有船只都受益？基于AI的CMR分割中的偏差缓解

FAIRNESS OF AI IN MEDICAL IMAGING, FAIMI 2025

IF0

2026-01-01

PREAI

Lee, Tiarna; Puyol-Anton, Esther; Ruijsink, Bram; Shi, Miaojing; King, Andrew P.

Invisible Attributes, Visible Biases: Exploring Demographic Shortcuts in MRI-Based Alzheimer's Disease Classification 隐形属性，可见偏见：探索基于MRI的阿尔茨海默病分类中的人口统计学捷径

FAIRNESS OF AI IN MEDICAL IMAGING, FAIMI 2025

IF0

2026-01-01

PREAI

Achara, Akshit; Anton, Esther Puyol; Hammers, Alexander; King, Andrew P.

Segmentor-Guided Counterfactual Fine-Tuning for Locally Coherent and Targeted Image Synthesis 分段器引导的反事实微调用于局部连贯和目标导向的图像合成

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT II

IF0

2026-01-01

PREAI

Xia, Tian; Sinclair, Matthew; Schuh, Andreas; Ribeiro, Fabio De Sousa; Mehta, Raghav; Rasa, Rajat; Puyol-Anton, Esther; Gerber, Samuel; Petersen, Kersten; Schaap, Michiel; Clocker, Ben

A streamlined CMR-derived machine-learning model for estimating cardiovascular biological age: development and validation in the UK-biobank and multi-ethnic study of atherosclerosis 一种基于CMR的机器学习模型，用于估算心血管生物学年龄：在UK-biobank和动脉粥样硬化多民族研究中的开发与验证

European Heart Journal - Cardiovascular Imaging

IF0

2025-12-04

OAAI

Pier-Giorgio Masci; Gianni Andreozzi; Esther Puyol-Anton; Ashkan Abdollahi; Richard Mospan; Bram Ruijsink; Marina Cecelja; Phillip J Chowienczyk; Aqeel T Mohamed; Alistair Young; Bharath Ambale; Amedeo Chiribiri; Geoff Tison; Claire J Steves; Joao A C Lima; Reza Razavi; Valentina Lorenzoni; Andrew King; null

Evaluation of domain shift sources and generalisability in AI-based prostate MRI autocontouring for radiotherapy 基于AI的放疗前列腺MRI自动轮廓绘制中领域漂移来源与泛化能力的评估

Physica Medica

IF0

2025-11-14

OAAI

Maram Alqarni; Emma-Louise Jones; Vinod Mullassery; Stephen Morris; Jorge Mariscal Harana; Esther Puyol Antón; Sian Cooper; Hema Verma; Teresa Guerrero Urbano; Andrew P. King

Left ventricular geometry, brain architecture, and cognition: an observational study 左心室几何形态、大脑结构和认知：一项观察性研究

EUROPEAN HEART JOURNAL

IF35.6

2025-10-01

PREAI

Masci, Pier-Giogio; Freydin, Maxim; Andreozzi, Gianni; Puyol-Anton, Esther; Mohamed, Aqeel T.; Ruijsink, Bram; Deharo, Francois; Stylianidis, Vasileios; Modat, Marc; Dos Santos Canas, Liane; Cleary, Jon; Cecilja, Marina; Chowienczyk, Philip; Lorenzoni, Valentina; Young, Alistair; Hammers, Alexander; Chiribiri, Amedeo; Razavi, Reza; Steves, Claire J.; King, Andrew P.

Deep representation learning of electrocardiogram reveals biological insights in cardiac phenotypes and cardiovascular diseases 心电图深度表示学习揭示了心脏表型和心血管疾病中的生物学见解

iScience

IF4.1

2025-07-28

OAAI

Ming Wai Yeung; Rutger R. van de Leur; Jan Walter Benjamins; Melle B. Vessies; Bram Ruijsink; Esther Puyol-Antón; J. Peter van Tintelen; Niek Verweij; René van Es; Pim van der Harst

DeepSPV: A deep learning pipeline for 3D spleen volume estimation from 2D ultrasound images DeepSPV：一种用于从二维超声图像估计三维脾脏体积的深度学习流程

Medical Image Analysis

IF11.8

2025-06-10

OAAI

Zhen Yuan; David Stojanovski; Lei Li; Alberto Gomez; Haran Jogeesvaran; Esther Puyol-Antón; Baba Inusa; Andrew P. King

A Mendelian randomization analysis of cardiac MRI measurements as surrogate outcomes for heart failure and atrial fibrillation 孟德尔随机化分析：将心脏MRI测量作为心力衰竭和心房颤动的替代结局指标

COMMUNICATIONS MEDICINE

IF6.3

2025-04-19

OAAI

Schmidt, A. F.; Finan, C.; van Setten, J.; Puyol-Anton, E.; Ruijsink, B.; Bourfiss, M.; Alasiri, A. I.; Velthuis, B. K.; Asselbergs, F. W.; te Riele, A. S. J. M.

An investigation into the causes of race bias in artificial intelligence-based cine cardiac magnetic resonance segmentation

EUROPEAN HEART JOURNAL - DIGITAL HEALTH

IF4.4

2025-02-24

OAAI

Lee, Tiarna; Puyol-Anton, Esther; Ruijsink, Bram; Roujol, Sebastien; Barfoot, Theodore; Ogbomo-Harmitt, Shaheim; Shi, Miaojing; King, Andrew

Scan-rescan variability of AI-enabled cardiac functional assessment from cine CMR

EUROPEAN HEART JOURNAL

IF35.6

2024-10-28

PREAI

Wickremasinghe, D.; Ruijsink, B.; Puyol-Anton, E.; Aljabar, P.; Razavi, R.; King, A.

Hemodynamic Determinants of Elevated Blood Pressure and Hypertension in the Middle to Older-Age UK Population: A UK Biobank Imaging Study 英国中老年人群中血压升高和高血压的血流动力学决定因素: 英国生物库成像研究

HYPERTENSION

IF8.2

2023-11-01

OAAI

Li, Ye; Chan, Emily; Puyol-Anton, Esther; Ruijsink, Bram; Cecelja, Marina; King, Andrew P.; Razavi, Reza; Chowienczyk, Phil

Uncertainty aware training to improve deep learning model calibration for classification of cardiac MR images

MEDICAL IMAGE ANALYSIS

IF11.8

2023-08-01

OAAI

Dawood, Tareen; Chen, Chen; Sidhu, Baldeep S.; Ruijsink, Bram; Gould, Justin; Porter, Bradley; Elliott, Mark K.; Mehta, Vishal; Rinaldi, Christopher A.; Puyol-Anton, Esther; Razavi, Reza; King, Andrew P.

An artificial intelligence tool for automated analysis of large-scale unstructured clinical cine cardiac magnetic resonance databases

EUROPEAN HEART JOURNAL - DIGITAL HEALTH

IF4.4

2023-07-13

OAAI

Mariscal-Harana, Jorge; Asher, Clint; Vergani, Vittoria; Rizvi, Maleeha; Keehn, Louise; Kim, Raymond J.; Judd, Robert M.; Petersen, Steffen E.; Razavi, Reza; King, Andrew P.; Ruijsink, Bram; Puyol-Anton, Esther

Druggable proteins influencing cardiac structure and function: Implications for heart failure therapies and cancer cardiotoxicity 影响心脏结构和功能的药物蛋白: 对心力衰竭治疗和癌症心脏毒性的影响

SCIENCE ADVANCES

IF12.5

2023-04-28

OAAI

Schmidt, Amand F.; Bourfiss, Mimount; Alasiri, Abdulrahman; Puyol-Anton, Esther; Chopade, Sandesh; van Vugt, Marion; van der Laan, Sander W.; Gross, Christian; Clarkson, Chris; Henry, Albert; Lumbers, Tom R.; Harst, Pim van der; Franceschini, Nora; Bis, Joshua C.; Velthuis, Birgitta K.; Riele, Anneline S. J. M. te; Hingorani, Aroon D.; Ruijsink, Bram; Asselbergs, Folkert W.; van Setten, Jessica; Finan, Chris

A deep learning approach for fully automated cardiac shape modeling in tetralogy of Fallot 一种用于法洛四联症的全自动心脏形状建模的深度学习方法

JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE

IF6.1

2023-02-01

OAAI

Govil, Sachin; Crabb, Brendan T.; Deng, Yu; Dal Toso, Laura; Puyol-Anton, Esther; Pushparajah, Kuberan; Hegde, Sanjeet; Perry, James C.; Omens, Jeffrey H.; Hsiao, Albert; Young, Alistair A.; McCulloch, Andrew D.

Aortic Distensibility Measured by Automated Analysis of Magnetic Resonance Imaging Predicts Adverse Cardiovascular Events in UK Biobank

JOURNAL OF THE AMERICAN HEART ASSOCIATION

IF5.3

2022-12-06

OAAI

Cecelja, Marina; Ruijsink, Bram; Puyol-Anton, Esther; Li, Ye; Godwin, Harriet; King, Andrew P.; Razavi, Reza; Chowienczyk, Phil

Prevalence and Disease Expression of Pathogenic and Likely Pathogenic Variants Associated With Inherited Cardiomyopathies in the General Population 普通人群中与遗传性心肌病相关的致病性和可能的致病性变异的患病率和疾病表达

CIRCULATION-GENOMIC AND PRECISION MEDICINE

IF5.5

2022-12-01

OAAI

Bourfiss, Mimount; van Vugt, Marion; Alasiri, Abdulrahman, I; Ruijsink, Bram; van Setten, Jessica; Schmidt, A. Floriaan; Dooijes, Dennis; Puyol-Anton, Esther; Velthuis, Birgitta K.; van Tintelen, J. Peter; te Riele, Anneline S. J. M.; Baas, Annette F.; Asselbergs, Folkert W.

Non-invasive localization of post-infarct ventricular tachycardia exit sites to guide ablation planning: a computational deep learning platform utilizing the 12-lead electrocardiogram and intracardiac electrograms from implanted devices

EUROPACE

IF7.4

2022-11-12

OAAI

Monaci, Sofia; Qian, Shuang; Gillette, Karli; Puyol-Anton, Esther; Mukherjee, Rahul; Elliott, Mark K.; Whitaker, John; Rajani, Ronak; O'Neill, Mark; Rinaldi, Christopher A.; Plank, Gernot; King, Andrew P.; Bishop, Martin J.

研究方向