66 citations · 122 across the 20 of their papers we have counts for
3 papers · 1 filter
Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary Centerline Extraction in Cardiac CT Angiography Scans
Zohaib Salahuddin, Matthias Lenga, Hannes Nickisch
We propose a deep learning-based automatic coronary artery tree centerline tracker (AuCoTrack) extending the vessel tracker by Wolterink (arXiv:1810.03143). A dual pathway Convolut…
Are American options European after all?
Sören Christensen, Jan Kallsen, Matthias Lenga
We call a given American option representable if there exists a European claim which dominates the American payoff at any time and such that the values of the two options coincide…
Continual Learning for Domain Adaptation in Chest X-ray Classification
Matthias Lenga, Heinrich Schulz, Axel Saalbach
Over the last years, Deep Learning has been successfully applied to a broad range of medical applications. Especially in the context of chest X-ray classification, results have bee…