39 citations · 135 across the 17 of their papers we have counts for
4 papers · 1 filter
A Fast, Accurate Two-Step Linear Mixed Model for Genetic Analysis Applied to Repeat MRI Measurements
Qifan Yang, Gennady V. Roshchupkin, Wiro J. Niessen +4
Large-scale biobanks are being collected around the world in efforts to better understand human health and risk factors for disease. They often survey hundreds of thousands of indi…
Fully Automatic and Real-Time Catheter Segmentation in X-Ray Fluoroscopy
Pierre Ambrosini, Daniel Ruijters, Wiro J. Niessen +2
Augmenting X-ray imaging with 3D roadmap to improve guidance is a common strategy. Such approaches benefit from automated analysis of the X-ray images, such as the automatic detect…
GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network
Florian Dubost, Gerda Bortsova, Hieab Adams +4
We propose a novel convolutional neural network for lesion detection from weak labels. Only a single, global label per image - the lesion count - is needed for training. We train a…
A Discriminative Event Based Model for Alzheimer's Disease Progression Modeling
Vikram Venkatraghavan, Esther Bron, Wiro Niessen +1
The event-based model (EBM) for data-driven disease progression modeling estimates the sequence in which biomarkers for a disease become abnormal. This helps in understanding the d…