Showing 1–20 of 31 results
/ Date/ Name
Aug 18, 2020Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence TomographyJul 16, 2023Boundary-weighted logit consistency improves calibration of segmentation networksDec 11, 2023Intraoperative 2D/3D Image Registration via Differentiable X-ray RenderingFeb 17, 2021Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical DataJun 27, 2022ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image RegistrationJul 13, 2023AnyStar: Domain randomized universal star-convex 3D instance segmentationFeb 11, 2021Segmentation-Renormalized Deep Feature Modulation for Unpaired Image HarmonizationNov 4, 2024Learning General-Purpose Biomedical Volume Representations using Randomized SynthesisJun 9, 2022Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage AnalysisMay 4, 2020Group Equivariant Generative Adversarial NetworksMay 7, 2021Generative Adversarial Registration for Improved Conditional Deformable TemplatesDec 21, 2023SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRIJan 26, 2022DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI ReconstructionApr 12, 2023$E(3) \times SO(3)$-Equivariant Networks for Spherical Deconvolution in Diffusion MRIOct 5, 2023Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time SeriesDec 8, 2023Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time SeriesMar 20, 2025Rapid patient-specific neural networks for intraoperative X-ray to volume registrationNov 18, 2024Equivariant spatio-hemispherical networks for diffusion MRI deconvolutionFeb 28, 2025Synthesizing Individualized Aging Brains in Health and Disease with Generative Models and Parallel TransportAug 9, 2024Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound