Ophthalmology LUNet: deep learning for the segmentation of arterioles and venules in high resolution fundus images. April 10, 2024
Neurology | Radiology NPB-REC: A non-parametric Bayesian deep-learning approach for undersampled MRI reconstruction with uncertainty estimation. March 10, 2024
Obstetrics | Pulmonology | Radiology IVIM-Morph: Motion-compensated quantitative Intra-voxel Incoherent Motion (IVIM) analysis for functional fetal lung maturity assessment from diffusion-weighted MRI data. February 9, 2024
Radiology MA-RECON: Mask-aware deep-neural-network for robust fast MRI k-space interpolation. December 1, 2023
Neurology | Orthopedics | Radiology PT: A physically-primed deep-neural-network approach for robust T distribution estimation from quantitative T-weighted MRI. May 24, 2023
Neurology | Radiology NPBDREG: Uncertainty assessment in diffeomorphic brain MRI registration using a non-parametric Bayesian deep-learning based approach. June 18, 2022
Cardiology | Radiology Unsupervised abnormality detection through mixed structure regularization (MSR) in deep sparse autoencoders. May 10, 2019