142 citations · 1k across the 43 of their papers we have counts for
5 papers · 1 filter
Accurate estimation of microscopic diffusion anisotropy and its time dependence in the mouse brain
Andrada Ianuş, Sune N. Jespersen, Teresa Serradas Duarte +3
Microscopic diffusion anisotropy (μA) has been recently gaining increasing attention for its ability to decouple the average compartment anisotropy from orientation dispersion. Adv…
ESCAPE - Echo SCraper and ClAssifier of PErsons: A novel tool to facilitate using voice-controlled devices for research
Nicholas C. Firth, Emma Harding, Mary Pat Sullivan +2
Smart devices have become common place in many homes, and these devices can be utilized to provide support for people with mental or physical deficits. Voice-controlled assistants…
Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution
Ryutaro Tanno, Daniel E. Worrall, Aurobrata Ghosh +4
In this work, we investigate the value of uncertainty modeling in 3D super-resolution with convolutional neural networks (CNNs). Deep learning has shown success in a plethora of me…
Realistic voxel sizes and reduced signal variation in Monte-Carlo simulation for diffusion MR data synthesis
Matt G Hall, Gemma Nedjati-Gilani, Daniel C Alexander
To synthesize diffusion MR measurements from Monte-Carlo simulation using tissue models with sizes comparable to those of scan voxels. Larger regions enable restricting structures…
Disease Progression Modeling and Prediction through Random Effect Gaussian Processes and Time Transformation
Marco Lorenzi, Maurizio Filippone, Daniel C. Alexander +1
The development of statistical approaches for the joint modelling of the temporal changes of imaging, biochemical, and clinical biomarkers is of paramount importance for improving…