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Papers
Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement
ICLR 2025
Equivariant spatio-hemispherical networks for diffusion MRI deconvolution
NeurIPS 2024
Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching
CVPR 2024
Convolutional-recurrent neural networks approximate diffusion tractography from T1-weighted MRI and associated anatomical context
MIDL 2023
E(3) x SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI
MIDL 2023
Spatio-Angular Convolutions for Super-resolution in Diffusion MRI
NeurIPS 2023
Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional Autoencoder
MIDL 2022
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning
NeurIPS 2020
Understanding Alzheimer disease’s structural connectivity through explainable AI
MIDL 2020
Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays
NeurIPS 2017
Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks
CVPR 2016
Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain
NeurIPS 2014
Tracking on the Product Manifold of Shape and Orientation for Tractography from Diffusion MRI
CVPR 2014