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Accelerated Glioma characterization with VERDICT MRI: a comparison between deep learning and non-linear least squares fitting

Cellular signatures of microstructural development in the human cerebral cortex

Combined DW-MRI and DW-MRS sensitivity to glioma tumour microenvironment: a preliminary study

A deep dive into hippocampus growth: Unveiling neurite and soma development with in vivo diffusion MRI

Diffusion in dendritic spines: impact on permeative exchange estimation with time-dependent diffusion-weighted MRI

Author:Kadir Simsek  Marco Palombo  

Session Type:Digital Poster  

Session Date:Wednesday, 08 May 2024  

Session Name:Diffusion Microstructure I  

Program Number:3456  

Room Session:Exhibition Hall (Hall 403)  

Institution:Cardiff University  

Enhancing subtle cortical lesion detection through multi-dimensional MRI modelling and optimization

Flexible and computationally efficient framework for diffusion MRI simulations in realistic neuron morphologies

Hierarchical-µGUIDE: fast and robust Bayesian hierarchical modelling using deep learning simulation-based inference

Author:Louis Rouillard  Demian Wassermann  Marco Palombo  Maëliss Jallais  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:Diffusion: Artificial Intelligence & Machine Learning  

Program Number:1135  

Room Session:Nicoll 1  

Institution:CUBRIC - Cardiff University  MIND team - Inria  

Joint Estimation of Brain Connectivity and Propagation of Neurodegeneration

Linking sub-diffusion model parameters and brain cell morphometrics

Normative age-trajectories of higher-order diffusion properties of major brain metabolites in cerebral and cerebellar gray matter using dMRS

Shining Light on Degeneracies and Uncertainties in the NEXI and SANDIX Models with µGUIDE

Author:Maëliss Jallais  Marco Palombo  Ileana Jelescu  Quentin Uhl  

Session Type:Digital Poster  

Session Date:Wednesday, 08 May 2024  

Session Name:Diffusion Microstructure I  

Program Number:3457  

Room Session:Exhibition Hall (Hall 403)  

Institution:CHUV  CUBRIC - Cardiff University  UNIL  

Synthesising ultra-strong gradients diffusion MRI with high-resolution convolutional neural networks

Towards quantifying Gray Matter "micro-connectivity": the measurable impact of dendritic spines on metabolite diffusion

Author:Kadir Simsek  Marco Palombo  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:Diffusion in Gray Matter  

Program Number:0933  

Room Session:Summit 2  

Institution:Cardiff University  

Water exchange as measured by diffusion MRI with free gradient waveforms: A potential biomarker of dendritic spine morphology