5 citations · 11 across the 4 of their papers we have counts for
4 papers
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…
Deep Learning-Based Prediction of Fractional Flow Reserve along the Coronary Artery
Nils Hampe, Sanne G. M. van Velzen, Jean-Paul Aben +2
Functionally significant coronary artery disease (CAD) is caused by plaque buildup in the coronary arteries, potentially leading to narrowing of the arterial lumen, i.e. coronary s…
AI for Calcium Scoring
Sanne G. M. van Velzen, Nils Hampe, Bob D. de Vos +1
Calcium scoring, a process in which arterial calcifications are detected and quantified in CT, is valuable in estimating the risk of cardiovascular disease events. Especially when…
Deep learning brain conductivity mapping using a patch-based 3D U-net
Nils Hampe, Ulrich Katscher, Cornelis A. T. van den Berg +2
Purpose: To investigate deep learning electrical properties tomography (EPT) for application on different simulated and in-vivo datasets including pathologies for obtaining quantit…