| Shape-Based Normalized Cuts Using Spectral Relaxation for Biomedical Segmentation E Ruiz, M Reisert IEEE Transactions on Image Processing, 2013 | 17 | 2013 |
| Prediction of incident cardiovascular events using machine learning and CMR radiomics ER Pujadas, Z Raisi-Estabragh, L Szabo, C McCracken, CI Morcillo, ... European radiology 33 (5), 3488-3500, 2023 | 10 | 2023 |
| Clinician's guide to trustworthy and responsible artificial intelligence in cardiovascular imaging L Szabo, Z Raisi-Estabragh, A Salih, C McCracken, E Ruiz Pujadas, ... Frontiers in Cardiovascular Medicine 9, 1016032, 2022 | 10 | 2022 |
| Image segmentation using normalized cuts with multiple priors E Ruiz, M Reisert Medical Imaging 2013: Image Processing 8669, 877-883, 2013 | 7 | 2013 |
| Image‐Based Biological Heart Age Estimation Reveals Differential Aging Patterns Across Cardiac Chambers AM Salih, ER Pujadas, VM Campello, C McCracken, NC Harvey, ... Journal of Magnetic Resonance Imaging 58 (6), 1797-1812, 2023 | 6 | 2023 |
| Random walks with statistical shape prior for cochlea and inner ear segmentation in micro-CT images E Ruiz Pujadas, G Piella, HM Kjer, MA González Ballester Machine Vision and Applications 29, 405-414, 2018 | 6 | 2018 |
| Cochlea segmentation using iterated random walks with shape prior ER Pujadas, HM Kjer, S Vera, M Ceresa, MÁG Ballester Medical Imaging 2016: Image Processing 9784, 778-786, 2016 | 6 | 2016 |
| Statistical shape model with random walks for inner ear segmentation E Ruiz Pujadas, HM Kjer, G Piella, MAG Ballester Spectral and Shape Analysis in Medical Imaging: First International Workshop …, 2016 | 6 | 2016 |
| Atrial fibrillation prediction by combining ECG markers and CMR radiomics ER Pujadas, Z Raisi-Estabragh, L Szabo, CI Morcillo, VM Campello, ... Scientific Reports 12 (1), 18876, 2022 | 4 | 2022 |
| Distributed SAT E Ruiz Artificial Intelligence Review 35, 265-285, 2011 | 4 | 2011 |
| Iterated random walks with shape prior ER Pujadas, HM Kjer, G Piella, MAG Ballester Image and Vision Computing 54, 12-21, 2016 | 3 | 2016 |
| Predicting left ventricular hypertrophy from the 12-lead electrocardiogram in the UK Biobank imaging study using machine learning H Naderi, J Ramírez, S van Duijvenboden, ER Pujadas, N Aung, L Wang, ... European Heart Journal-Digital Health 4 (4), 316-324, 2023 | 2 | 2023 |
| Random walks with shape prior for cochlea segmentation in ex vivo E Ruiz Pujadas, HM Kjer, G Piella, M Ceresa, MA González Ballester International Journal of Computer Assisted Radiology and Surgery 11, 1647-1659, 2016 | 2 | 2016 |
| Radiomics of pericardial fat: a new frontier in heart failure discrimination and prediction L Szabo, A Salih, ER Pujadas, A Bard, C McCracken, M Ardissino, ... European Radiology, 1-14, 2023 | 1 | 2023 |
| Non-Euclidean basis function based level set segmentation with statistical shape prior E Ruiz, M Reisert, L Bai 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 1 | 2013 |
| Advancing Subclinical Hypertrophic Cardiomyopathy Diagnosis: The Role of Cardiovascular Magnetic Resonance Based Radiomics and Machine Learning L Szabo, ER Pujadas, Z Raisi-Estabragh, R Hughes, G Joy, J Moon, ... Journal of Cardiovascular Magnetic Resonance 26, 2024 | | 2024 |
| Cohort Profile: The Cardiovascular Research Data Catalogue J Reinikainen, T Palosaari, AJ Canosa-Valls, CO Schmidt, R Wissa, ... International Journal of Epidemiology 53 (1), dyad175, 2024 | | 2024 |
| Diagnostic and prognostic value of ECG-predicted hypertension-mediated left ventricular hypertrophy using machine learning H Naderi, J Ramírez, S Van Duijvenboden, ER Pujadas, N Aung, L Wang, ... medRxiv, 2024.04. 22.24306204, 2024 | | 2024 |
| Classifying hypertension mediated left ventricular hypertrophy phenotypes from the 12-lead electrocardiogram using machine learning H Naderi, J Ramirez, S Van Duijvenboden, E Ruiz Pujadas, N Aung, ... European Heart Journal-Cardiovascular Imaging 24 (Supplement_1), jead119. 054, 2023 | | 2023 |
| Machine learning-based prediction of diabetes risk by combining exposome and electrocardiographic predictors Z Shahbazi, M Camacho, E Ruiz, A Atehortua, K Lekadir 18th International Symposium on Medical Information Processing and Analysis …, 2023 | | 2023 |
