86 citations · 90 across the 3 of their papers we have counts for
4 papers
Optimization Encoders: Rethinking Second-Order Meta-Learning for Neural Fields
Rudolf L. M. van Herten, Soufiane Ben Haddou, Rachit Saluja +1
Conditional neural fields represent signals continuously, but their effectiveness depends on how the conditional latent representations are inferred from observed data. In meta-lea…
TG-OT: Topology-guided CCTA-IVUS registration via optimal transport matching
R. L. M. van Herten, José P. Henriques, R. Nils Planken +5
Registering coronary CT angiography (CCTA) and intravascular ultrasound (IVUS) enables comprehensive coronary analysis that neither modality can provide alone, yet their fusion rem…
Automatic Coronary Artery Plaque Quantification and CAD-RADS Prediction using Mesh Priors
Rudolf L. M. van Herten, Nils Hampe, Richard A. P. Takx +7
Coronary artery disease (CAD) remains the leading cause of death worldwide. Patients with suspected CAD undergo coronary CT angiography (CCTA) to evaluate the risk of cardiovascula…
Physics-informed neural networks for myocardial perfusion MRI quantification
Rudolf L. M. van Herten, Amedeo Chiribiri, Marcel Breeuwer +2
Tracer-kinetic models allow for the quantification of kinetic parameters such as blood flow from dynamic contrast-enhanced magnetic resonance (MR) images. Fitting the observed data…