Esther Puyol‐Antón

Author

Esther Puyol‐Antón

Also Known As

E Anton, E Puyol Anton, E Puyol-Anton, E. Puyol-Anton, E. Puyol-Antón, Esther Puyol Anton, Esther Puyol Antón, Esther Puyol-Anton, Esther Puyol-Antón, Esther Puyol‐Antón

141

Publications

1.2K

Citations

H-Index

Concepts

All Affiliations

King's College London St Thomas' Hospital Guy's and St Thomas' NHS Foundation Trust University Medical Center Utrecht Imperial College London

About

Esther Puyol‐Antón is an author at King's College London specializing in machine learning, engineering, and deep learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	122
2	Medicine	2	2	66
3	Business	1	1	14
4	Health Sciences	1	1	12
5	Public Health	1	1	36

Esther Puyol‐Antón

Publications

756

Citations

H-Index

Page 1

	Year	Citations
Fully Automated, Quality-Controlled Cardiac Analysis From CMR Bram Ruijsink, Esther Puyol‐Antón, İlkay Öksüz, JACC. Cardiovascular imaging	2019	176
Fairness in Cardiac Magnetic Resonance Imaging: Assessing Sex and Racial Bias in Deep Learning-Based Segmentation Esther Puyol‐Antón, Bram Ruijsink, Jorge Mariscal Harana, Frontiers in Cardiovascular Medicine	2022	66
Prevalence and Disease Expression of Pathogenic and Likely Pathogenic Variants Associated With Inherited Cardiomyopathies in the General Population Mimount Bourfiss, Marion van Vugt, Abdulrahman Alasiri, Circulation Genomic and Precision Medicine	2022	61
Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with uncertainty-based quality-control Esther Puyol‐Antón, Bram Ruijsink, Christian F. Baumgartner, Repository for Publications and Research Data (ETH Zurich)	2020	43
A multimodal deep learning model for cardiac resynchronisation therapy response prediction Esther Puyol‐Antón, Baldeep S. Sidhu, Justin Gould, Medical Image Analysis Convolutional Neural NetworkEngineeringMachine LearningMultimodalityMultimodal Learning	2022	36
Regional Multi-View Learning for Cardiac Motion Analysis: Application to Identification of Dilated Cardiomyopathy Patients Esther Puyol‐Antón, Bram Ruijsink, Bernhard Gerber, IEEE Transactions on Biomedical Engineering	2018	35
Druggable proteins influencing cardiac structure and function: Implications for heart failure therapies and cancer cardiotoxicity Amand F. Schmidt, Mimount Bourfiss, Abdulrahman Alasiri, Science Advances	2023	33
A multimodal spatiotemporal cardiac motion atlas from MR and ultrasound data Esther Puyol‐Antón, Matthew Sinclair, Bernhard Gerber, Medical Image Analysis	2017	31
Fully automated myocardial strain estimation from cine MRI using convolutional neural networks Esther Puyol‐Antón, Bram Ruijsink, Wenjia Bai, Convolutional Neural NetworkEngineeringMachine LearningBiomedical EngineeringFeature Tracking	2018	30
Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction Esther Puyol‐Antón, Chen Chen, James R. Clough, Lecture notes in computer science EngineeringMachine LearningData SciencePredictive AnalyticsResponse Prediction	2020	30

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