145 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Amsterdam University Medical CentersNL3 papers
- University of AmsterdamNL3 papers
- UNSW SydneyAU2 papers
- Amsterdam UMC Location University of AmsterdamNL1 paper
- Centre for Big Data Research in HealthAU1 paper
- Eindhoven University of TechnologyNL1 paper
- HFR Freiburg KantonsspitalCH1 paper
- Institute of Cancer ResearchGB1 paper
- Netherlands Comprehensive Cancer OrganisationNL1 paper
- Queensland HealthAU1 paper
- Queensland University of TechnologyAU1 paper
- Royal Marsden HospitalGB1 paper
4 papers
Acquisition-Independent Deep Learning for Quantitative MRI Parameter Estimation using Neural Controlled Differential Equations
Daan Kuppens, Sebastiano Barbieri, Daisy van den Berg +4
Deep learning has proven to be a suitable alternative to least-squares (LSQ) fitting for parameter estimation in various quantitative MRI (QMRI) models. However, current deep learn…
Robust deformable image registration using cycle-consistent implicit representations
Louis D. van Harten, Jaap Stoker, Ivana Išgum
Recent works in medical image registration have proposed the use of Implicit Neural Representations, demonstrating performance that rivals state-of-the-art learning-based methods.…
Interactive Multi Interest Process Pattern Discovery
Mozhgan Vazifehdoostirani, Laura Genga, Xixi Lu +3
Process pattern discovery methods (PPDMs) aim at identifying patterns of interest to users. Existing PPDMs typically are unsupervised and focus on a single dimension of interest, s…
Deep Learning How to Fit an Intravoxel Incoherent Motion Model to Diffusion-Weighted MRI
Sebastiano Barbieri, Oliver J. Gurney-Champion, Remy Klaassen +1
Purpose: This prospective clinical study assesses the feasibility of training a deep neural network (DNN) for intravoxel incoherent motion (IVIM) model fitting to diffusion-weighte…