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Steffen E. Petersen

National Institute for Health Research, Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK, Health Data Research UK, London, UK, Alan Turing Institute, London, UK

Large-scale, multi-centre, multi-disease validation of an AI clinical tool for cine CMR analysis



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

* 35 pages, 9 figures, to be submitted to JACC: Cardiovascular Imaging, Bram Ruijsink and Esther Puyol-Ant\'on are shared last authors 

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Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation



Esther Puyol-Anton , Bram Ruijsink , Stefan K. Piechnik , Stefan Neubauer , Steffen E. Petersen , Reza Razavi , Andrew P. King

* MICCAI 2021 conference 

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Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study



Matthew Ng , Fumin Guo , Labonny Biswas , Steffen E. Petersen , Stefan K. Piechnik , Stefan Neubauer , Graham Wright


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A radiomics approach to analyze cardiac alterations in hypertension



Irem Cetin , Steffen E. Petersen , Sandy Napel , Oscar Camara , Miguel Angel Gonzalez Ballester , Karim Lekadir


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A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI



Irem Cetin , Gerard Sanroma , Steffen E. Petersen , Sandy Napel , Oscar Camara , Miguel-Angel Gonzalez Ballester , Karim Lekadir


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Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI



Víctor M. Campello , Carlos Martín-Isla , Cristian Izquierdo , Steffen E. Petersen , Miguel A. González Ballester , Karim Lekadir

* 10 pages; Accepted to MS-CMRSeg Challenge (STACOM 2019) 

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Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image



Chen Qin , Wenjia Bai , Jo Schlemper , Steffen E. Petersen , Stefan K. Piechnik , Stefan Neubauer , Daniel Rueckert

* This work is published at MLMIR 2018: Machine Learning for Medical Image Reconstruction 

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Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction



Wenjia Bai , Chen Chen , Giacomo Tarroni , Jinming Duan , Florian Guitton , Steffen E. Petersen , Yike Guo , Paul M. Matthews , Daniel Rueckert

* Accepted by MICCAI 2019 

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Improving the generalizability of convolutional neural network-based segmentation on CMR images



Chen Chen , Wenjia Bai , Rhodri H. Davies , Anish N. Bhuva , Charlotte Manisty , James C. Moon , Nay Aung , Aaron M. Lee , Mihir M. Sanghvi , Kenneth Fung , Jose Miguel Paiva , Steffen E. Petersen , Elena Lukaschuk , Stefan K. Piechnik , Stefan Neubauer , Daniel Rueckert

* 15 pages, 8 figures 

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