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Laura Alvarez-Florez

Observed names: Alvarez-Florez, L., Alvarez-Florez, Laura, L A F Alvarez-Florez, L Alvarez-Florez, Laura Alvarez Florez, Laura Álvarez Florez, Laura Álvarez-Florez
Observed institutions: Amsterdam UMC Location University of Amsterdam, OLVG, Amsterdam University Medical Centers, Amsterdam Cardiovascular Sciences, Universidad Carlos III de Madrid, University of Amsterdam
ORCID: 0000-0003-4814-1374
Observed ORCID: 0000-0003-4814-1374
OpenAlex ID: A5093356462
Multimodal explainable artificial intelligence identifies patients with non-ischaemic cardiomyopathy at risk of lethal ventricular arrhythmias
2024 · Maarten Z. H. Kolk, Samuel Ruipérez-Campillo, et al. · Scientific Reports · 51
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Explaining Deep Learning-Based Driver Models
2021 · Maria Paz Sesmero Lorente, Elena Magán Lopez, et al. · Applied Sciences · 40
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Dynamic prediction of malignant ventricular arrhythmias using neural networks in patients with an implantable cardioverter-defibrillator
2023 · Maarten Z.H. Kolk, Samuel Ruipérez-Campillo, et al. · EBioMedicine · 35
Optimizing patient selection for primary prevention implantable cardioverter-defibrillator implantation: utilizing multimodal machine learning to assess risk of implantable cardioverter-defibrillator non-benefit
2023 · Maarten Z H Kolk, Samuel Ruipérez-Campillo, et al. · EP Europace · 29
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Deep Learning for Automatic Strain Quantification in Arrhythmogenic Right Ventricular Cardiomyopathy
2024 · Laura Alvarez-Florez, Jörg Sander, et al. · Lecture notes in computer science · 4
Deep Learning for Cardiac Image Analysis
2026 · Joske L. van der Zande, Laura Alvarez-Florez, et al. · JACC. Cardiovascular imaging · 1
Dual-phase cross-modal contrastive learning for CMR-guided ECG representations for cardiovascular disease assessment
2026 · Laura Alvarez-Florez, Angel Bujalance-Gomez, et al. · SPIE Medical Imaging: Image Processing · 1
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CardioJEPA: A Framework for Holistic Cardiac Representations Through Predictive Multimodal Alignment with ECG-Preservation
2026 · Daniel Uyterlinde, Laura Alvarez-Florez, et al. · Research Square
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Deep learning-based detection and segmentation of traumatic injuries of the liver from computed tomography images
2026 · Esmee Esselaar, Katharina Sommer, et al. · Computer Methods and Programs in Biomedicine Update
Leveraging Cardiac Imaging to Improve ECG-Based Detection of Chagas Disease in Resource-Constrained Settings
2026 · Alvarez-Florez, Laura, Uyterlinde, Daniel, et al. · arXiv (Cornell University)
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Fighting MRI anisotropy: learning multiple cardiac shapes from a single implicit neural representation
2026 · Carolina Brás, Soufiane Ben Haddou, et al. · SPIE Medical Imaging: Image Processing
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Po-02-303 Deep Learning-derived Qrs Duration Enables Dynamic Ventricular Arrhythmia Risk Assessment and Surpasses Conventional Methods
2026 · Lukas Arts, Maarten Kolk, et al. · Heart Rhythm
Po-02-310 Ecg-based Deep Learning Model to Predict Pathogenic Genetic Variants in Dilated Cardiomyopathy
2026 · Femke Raijmakers, Maarten Kolk, et al. · Heart Rhythm
Synthesis of late gadolinium enhancement images and segmentations via implicit neural representations for cardiac scar quantification
2026 · Soufiane Ben Haddou, Laura Alvarez-Florez, et al. · SPIE Medical Imaging: Image Processing
Synthesis of Late Gadolinium Enhancement Images via Implicit Neural Representations for Cardiac Scar Segmentation
2026 · Haddou, Soufiane Ben, Alvarez-Florez, Laura, et al. · arXiv (Cornell University)
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Enhancing stability in cardiac risk stratification with equivariant neural fields
2026 · J Wiers, D Wessels, et al. · European Heart Journal - Digital Health
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Contrastive learning to enrich ECG with cardiac MRI to predict structural features and cardiovascular disease
2026 · A Bujalance Gomez, L A F Alvarez-Florez, et al. · European Heart Journal - Digital Health
Automatische steenmetingen als voorspellers van ESWL bij nierstenen: een retrospectieve analyse
2025 · Luuk T. de Haan, Balázs Borsos, et al. · Tijdschrift voor Urologie
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Deep Learning Based Detection and Segmentation of Liver Trauma from Computed Tomography Images
2025 · Esselaar, E., Sommer, K., et al. · Radboud Repository (Radboud University)
Po-05-167 Explainable Multimodal Feature Clustering With Artificial Intelligence for Risk Profiling in Malignant Ventricular Arrhythmias
2025 · Femke Raijmakers, Samuel Ruiperez-Campillo, et al. · Heart Rhythm
Works count: 20
Citation count: 161
H-index: 4
I10-index: 4
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