Showing 1–20 of 25 results
/ Date/ Name
Oct 4, 2020Surface Agnostic Metrics for Cortical Volume Segmentation and RegressionMar 3, 2021ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual ScansApr 6, 2025GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRIMay 14, 2024The Developing Human Connectome Project: A Fast Deep Learning-based Pipeline for Neonatal Cortical Surface ReconstructionNov 21, 2023Unsupervised Multimodal Surface Registration with Geometric Deep LearningFeb 7, 2024Cortical Surface Diffusion Generative ModelsOct 7, 2019A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image AnalysisJul 21, 2023Conditional Temporal Attention Networks for Neonatal Cortical Surface ReconstructionFeb 16, 2022CortexODE: Learning Cortical Surface Reconstruction by Neural ODEsMay 31, 2022Surface Analysis with Vision TransformersJan 27, 2025SIM: Surface-based fMRI Analysis for Inter-Subject Multimodal Decoding from Movie-Watching ExperimentsSep 8, 2025PUUMA (Placental patch and whole-Uterus dual-branch U-Mamba-based Architecture): Functional MRI Prediction of Gestational Age at Birth and Preterm RiskMar 24, 2022A Deep-Discrete Learning Framework for Spherical Surface RegistrationJun 15, 2020ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution MappingAug 10, 2023Spatio-Temporal Encoding of Brain Dynamics with Surface Masked AutoencodersMar 21, 2023The Multiscale Surface Vision TransformerMay 30, 2024Applications of interpretable deep learning in neuroimaging: a comprehensive reviewJul 6, 2021Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas MapsSep 7, 2021Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional ConnectivityAug 18, 2021Distinguishing Healthy Ageing from Dementia: a Biomechanical Simulation of Brain Atrophy using Deep Networks