Research output per year
Research output per year
Search results
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2022
A Multimodal Deep Learning Model for Cardiac Resynchronisation Therapy Response Prediction
Puyol Anton, E., Sidhu, B., Gould, J., Porter, B., Elliott, M., Mehta, V., Rinaldi, C. A. & King, A., 20 Apr 2022, (Accepted/In press) In: Medical Image Analysis.Research output: Contribution to journal › Article › peer-review
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Fairness in Cardiac Magnetic Resonance Imaging: Assessing Sex and Racial Bias in Deep Learning-based Segmentation
Puyol-Anton, E., Ruijsink, B., Mariscal Harana, J., Piechnik, S. K., Neubauer, S., Petersen, S. E., Razavi, R., Chowienczyk, P. & King, A. P., 7 Apr 2022, In: Frontiers in Cardiovascular Medicine. 9, 859310.Research output: Contribution to journal › Article › peer-review
Open AccessFile37 Citations (Scopus)157 Downloads (Pure) -
2021
Automated Localisation of Focal Ventricular Tachycardia from Simulated Implanted Device Electrograms: A Combined Physics-AI Approach
Monaci, S., Gillette, K., Puyol Anton, E., Rajani, R., Plank, G., King, A. & Bishop, M., 31 May 2021, (Accepted/In press) In: Frontiers in Physiology.Research output: Contribution to journal › Article › peer-review
Open AccessFile125 Downloads (Pure) -
Digital bank runs: A deep neural network approach
Sanchez-Roger, M. & Puyol-Antón, E., 1 Feb 2021, In: Sustainability (Switzerland). 13, 3, p. 1-18 18 p., 1513.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
2020
Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with uncertainty-based quality-control
Puyol Anton, E., Ruijsink, B., Baumgartner, C. F., Masci, P-G., Sinclair, M., Konukoglu, E., Razavi, R. & King, A., 20 Aug 2020, In: Journal of cardiovascular magnetic resonance.Research output: Contribution to journal › Article › peer-review
Open Access -
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation
Oksuz, I., Clough, J., Ruijsink, B., Puyol Anton, E., Bustin, A., Lima da Cruz, G., Prieto Vasquez, C., King, A. & Schnabel, J., 3 Jul 2020, (Accepted/In press) In: IEEE Transactions on Medical Imaging.Research output: Contribution to journal › Article › peer-review
Open AccessFile79 Downloads (Pure) -
Selective heart rate inhibition improves single-ventricular stroke volume and efficiency in Fontan patients during exercise.
Ruijsink, B., Velasco Forte, M., Duong, H., Puyol Anton, E., Pushparajah, K., Frigiola, A., Nordsletten, D. & Razavi, R., 17 Sept 2020, (Accepted/In press) In: JACC Cardiovascular Imaging.Research output: Contribution to journal › Article › peer-review
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2019
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning
Oksuz, I., Ruijsink, J. B., Puyol Anton, E., Clough, J. R., Lima da Cruz, G. J., Bustin, A., Prieto Vasquez, C., Botnar, R. M., Rueckert, D., Schnabel, J. A. & King, A. P., 1 Jul 2019, In: Medical Image Analysis. 55, p. 136-147 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile77 Citations (Scopus)199 Downloads (Pure) -
Fully automated, quality-controlled cardiac analysis from CMR: validation and large-scale application to characterize cardiac function
Ruijsink, J. B., Puyol Anton, E., Oksuz, I., Sinclair, M., Bai, W., Schnabel, J. A., Razavi, R. & King, A. P., 2019, In: JACC Cardiovascular Imaging. 13, 3, p. 684-695Research output: Contribution to journal › Article › peer-review
Open AccessFile131 Citations (Scopus)253 Downloads (Pure)