Specialization
Machine Learning
Amsterdam Cardiovascular Sciences
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Improving electrocardiogram-based detection of rare genetic heart disease using transfer learning: An application to phospholamban p.Arg14del mutation carriers
Lopes, R. R., Bleijendaal, H., Ramos, L. A., Verstraelen, T. E., Amin, A. S., Wilde, A. A. M., Pinto, Y. M., de Mol, B. A. J. M. & Marquering, H. A., 1 Apr 2021, In: Computers in biology and medicine. 131, 104262.Research output: Contribution to journal › Article* › Academic › peer-review
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Computer versus cardiologist: Is a machine learning algorithm able to outperform an expert in diagnosing a phospholamban p.Arg14del mutation on the electrocardiogram?
Bleijendaal, H., Ramos, L. A., Lopes, R. R., Verstraelen, T. E., Baalman, S. W. E., Oudkerk Pool, M. D., Tjong, F. V. Y., Melgarejo-Meseguer, F. M., Gimeno-Blanes, F. J., Gimeno-Blanes, J. R., Amin, A. S., Winter, M. M., Marquering, H. A., Kok, W. E. M., Zwinderman, A. H., Wilde, A. A. M. & Pinto, Y. M., 1 Jan 2021, In: Heart rhythm. 18, 1, p. 79-87 9 p.Research output: Contribution to journal › Article* › Academic › peer-review
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Machine learning for predicting mortality in transcatheter aortic valve implantation: An inter-center cross validation study
Mamprin, M., Lopes, R. R., Zelis, J. M., Tonino, P. A. L., van Mourik, M. S., Vis, M. M., Zinger, S., de Mol, B. A. J. M. & de With, P. H. N., 2021, In: Journal of cardiovascular development and disease. 8, 6, 65.Research output: Contribution to journal › Article* › Academic › peer-review
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