1.2k citations
- Eindhoven University of TechnologyNL56 papers
- Delft University of TechnologyNL21 papers
- Leiden UniversityNL20 papers
- Signify (Netherlands)NL18 papers
- Institute for Atomic and Molecular PhysicsNL14 papers
- NXP (Netherlands)NL13 papers
- Philips (Finland)FI9 papers
- Utrecht UniversityNL8 papers
- Max Planck Institute for Solid State ResearchDE7 papers
- Philips (Germany)DE6 papers
- Radboud University NijmegenNL6 papers
- RWTH Aachen UniversityDE5 papers
7 papers · 1 filter
Adaptive Ultrasound Beamforming using Deep Learning
Ben Luijten, Regev Cohen, Frederik J. de Bruijn +4
Biomedical imaging is unequivocally dependent on the ability to reconstruct interpretable and high-quality images from acquired sensor data. This reconstruction process is pivotal…
Synthetic CT Generation from MRI Using Improved DualGAN
Denis Prokopenko, Joël Valentin Stadelmann, Heinrich Schulz +2
Synthetic CT image generation from MRI scan is necessary to create radiotherapy plans without the need of co-registered MRI and CT scans. The chosen baseline adversarial model with…
Perceptual Image Anomaly Detection
Nina Tuluptceva, Bart Bakker, Irina Fedulova +1
We present a novel method for image anomaly detection, where algorithms that use samples drawn from some distribution of "normal" data, aim to detect out-of-distribution (abnormal)…
Artificial Intelligence in Clinical Health Care Applications: Viewpoint
Michael van Hartskamp, Sergio Consoli, Wim Verhaegh +2
The idea of Artificial Intelligence (AI) has a long history. It turned out, however, that reaching intelligence at human levels is more complicated than originally anticipated. Cur…
Hierarchical Bayesian myocardial perfusion quantification
Cian M. Scannell, Amedeo Chiribiri, Adriana D. M. Villa +2
Purpose: Tracer-kinetic models can be used for the quantitative assessment of contrast-enhanced MRI data. However, the model-fitting can produce unreliable results due to the limit…
Improving Catheter Segmentation & Localization in 3D Cardiac Ultrasound Using Direction-Fused FCN
Hongxu Yang, Caifeng Shan, Alexander F. Kolen +1
Fast and accurate catheter detection in cardiac catheterization using harmless 3D ultrasound (US) can improve the efficiency and outcome of the intervention. However, the low image…