Specialization
For my PhD research, I investigate and apply Deep Learning methods for predicting Sudden Cardiac Death using multimodal data, such as cardiac magnetic resonance imaging (CMR) and electrocardiograms (EKG).
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Fighting MRI Anisotropy: Learning Multiple Cardiac Shapes From a Single Implicit Neural Representation
Brás, C., Haddou, S. B., Kuipers, T. P., Alvarez-Florez, L., Planken, R. N., Tjong, F. V. Y., Bezzina, C. & Išgum, I., 3 Apr 2026, Medical Imaging 2026: Image Processing. Mitra, J. & Gan, Y. (eds.). SPIE, Vol. 13925. 139250R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13925).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
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Synthesis of Late Gadolinium Enhancement Images via Implicit Neural Representations for Cardiac Scar Segmentation
Ben Haddou, S., Alvarez-Florez, L., Bekkers, E. J., Tjong, F. V. Y., Amin, A. S., Bezzina, C. R. & Išgum, I., 3 Apr 2026, Medical Imaging 2026: Image Processing. Mitra, J. & Gan, Y. (eds.). SPIE, Vol. 13925. 1392517. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13925).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
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Dynamic prediction of malignant ventricular arrhythmias using neural networks in patients with an implantable cardioverter-defibrillator
Kolk, M. Z. H., Ruipérez-Campillo, S., Alvarez-Florez, L., Deb, B., Bekkers, E. J., Allaart, C. P., van der Lingen, A.-L. C. J., Clopton, P., Išgum, I., Wilde, A. A. M., Knops, R. E., Narayan, S. M. & Tjong, F. V. Y., 1 Jan 2024, In: eBioMedicine. 99, 104937.Research output: Contribution to Journal › Article › Academic › peer-review
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