| Machine-learning–based exploration to identify remodeling patterns associated with death or heart-transplant in pediatric-dilated cardiomyopathy P Garcia-Canadilla, S Sanchez-Martinez, PM Martí-Castellote, C Slorach, ... The Journal of Heart and Lung Transplantation 41 (4), 516-526, 2022 | 20 | 2022 |
| Natural language processing for adjudication of heart failure in a multicenter clinical trial: a secondary analysis of a randomized clinical trial JW Cunningham, P Singh, C Reeder, B Claggett, PM Marti-Castellote, ... JAMA cardiology 9 (2), 174-181, 2024 | 19 | 2024 |
| Automated pattern recognition in whole-cardiac cycle echocardiographic data: capturing functional phenotypes with machine learning F Loncaric, PMM Castellote, S Sanchez-Martinez, D Fabijanovic, L Nunno, ... Journal of the american society of echocardiography 34 (11), 1170-1183, 2021 | 19 | 2021 |
| Reinforcement learning for active modality selection during diagnosis G Bernardino, A Jonsson, F Loncaric, PM Martí Castellote, M Sitges, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 7 | 2022 |
| Machine learning-based phenotyping and risk assessment of hypertrophic cardiomyopathy-linking ECGs, morphology and genotypes G Jimenez-Perez, F Loncaric, PM Marti Castellote, M Ramos Jovani, ... European Heart Journal-Cardiovascular Imaging 23 (Supplement_1), jeab289. 431, 2022 | 4 | 2022 |
| In‐hospital course of patients with heart failure with improved ejection fraction in the DELIVER trial MA Pabon, M Vaduganathan, BL Claggett, S Chatur, S Siqueira, ... European Journal of Heart Failure, 2024 | 1 | 2024 |
| Machine learning for the generation of personalized image analysis protocol in echocardiography: a pilot study in arterial hypertension G Bernardino, F Loncaric, A Jonsson, PM Marti-Castellote, M Sitges, ... European Heart Journal-Cardiovascular Imaging 24 (Supplement_1), jead119. 353, 2023 | 1 | 2023 |
| Clinical Phenogroups, Prognosis, And Therapeutic Response In Hfpef: Machine Learning Applications To The Deliver And Paragon Hf Trials A KALAYCI, M Vaduganathan, B Claggett, J Cunningham, ... Journal of Cardiac Failure 31 (1), 291-292, 2025 | | 2025 |
| Prediction of low birth weight from fetal ultrasound and clinical characteristics: a comparative study between a low-and middle-income and a high-income country S Sanchez-Martinez, PM Marti-Castellote, Z Hoodbhoy, G Bernardino, ... BMJ Global Health 9 (12), 2024 | | 2024 |
| External Validation of EchoNet-LVH, a Deep Learning Model for Cardiac Amyloidosis, for Association with Cardiomyopathy PM Marti Castellote, G Duffy, W Zhou, S Cheng, J Chen, N Viney, ... Circulation 150 (Suppl_1), A4146940-A4146940, 2024 | | 2024 |
| Natural Language Processing to Adjudicate Heart Failure Hospitalizations in Global Clinical Trials PM Marti-Castellote, C Reeder, BL Claggett, P Singh, ES Lau, S Khurshid, ... Circulation: Heart Failure 18 (1), 2024 | | 2024 |
| Machine Learning for Proteomic Risk Scores in Heart Failure D Xu, J Cunningham, PM Marti-Castellote, L Zhang, NL Patel-Murray, ... Journal of cardiac failure 29 (11), 1583-1585, 2023 | | 2023 |
| Exploring phenotypes in hypertrophic cardiomyopathy with machine learning data integration. A multicentric, multimodality pilot study F Loncaric, PM Marti Castellote, E Gonzalez Lopez, L Sanchis, T Romero, ... European Heart Journal 42 (Supplement_1), ehab724. 3072, 2021 | | 2021 |
| Echocardiographic phenotyping of the continuum of myocardial functional remodelling in left ventricular hypertrophy-machine learning validated with cardiac magnetic resonance F Loncaric, PM Marti Castellote, L Sanchiz, G Piella, A Garcia-Alvarez, ... European Heart Journal-Cardiovascular Imaging 22 (Supplement_1), jeaa356. 360, 2021 | | 2021 |
Bart BijnensICREA Professor, UPF, Barcelona, Spain (ROR 0371hy230)Verified email at upf.edu
