116 citations · 172 across the 7 of their papers we have counts for
7 papers
A three-dimensional MR-STAT protocol for high-resolution multi-parametric quantitative MRI
Hongyan Liu, Oscar van der Heide, Edwin Versteeg +5
Magnetic Resonance Spin Tomography in Time-Domain (MR-STAT) is a multiparametric quantitative MR framework, which allows for simultaneously acquiring quantitative tissue parameters…
Generalizable synthetic MRI with physics-informed convolutional networks
Luuk Jacobs, Stefano Mandija, Hongyan Liu +3
In this study, we develop a physics-informed deep learning-based method to synthesize multiple brain magnetic resonance imaging (MRI) contrasts from a single five-minute acquisitio…
SynthRAD2023 Grand Challenge dataset: generating synthetic CT for radiotherapy
Adrian Thummerer, Erik van der Bijl, Arthur Jr Galapon +6
Purpose: Medical imaging has become increasingly important in diagnosing and treating oncological patients, particularly in radiotherapy. Recent advances in synthetic computed tomo…
Exploring contrast generalisation in deep learning-based brain MRI-to-CT synthesis
Lotte Nijskens, Cornelis, AT van den Berg +2
Background: Synthetic computed tomography (sCT) has been proposed and increasingly clinically adopted to enable magnetic resonance imaging (MRI)-based radiotherapy. Deep learning (…
Accelerated respiratory-resolved 4D-MRI with separable spatio-temporal neural networks
Maarten Terpstra, Matteo Maspero, Joost Verhoeff +1
Background: Respiratory-resolved four-dimensional magnetic resonance imaging (4D-MRI) provides essential motion information for accurate radiation treatments of mobile tumors. Howe…
Gaussian Processes for real-time 3D motion and uncertainty estimation during MR-guided radiotherapy
Niek R. F. Huttinga, Tom Bruijnen, Cornelis A. T. van den Berg +1
Respiratory motion during radiotherapy causes uncertainty in the tumor's location, which is typically addressed by an increased radiation area and a decreased dose. As a result, th…
Free-breathing motion compensated 4D (3D+respiration) T2-weighted turbo spin-echo MRI for body imaging
T. Bruijnen, T. Schake, O. Akdag +4
Purpose: To develop and evaluate a free-breathing respiratory motion compensated 4D (3D+respiration) -weighted turbo spin echo sequence with application to radiology and MR-gu…