Showing 1–20 of 30 results
/ Date/ Name
Feb 19, 2024Self-organized clustering, prediction, and superposition of long-term cognitive decline from short-term individual cognitive test scores in Alzheimer's diseaseAug 10, 2020GANBERT: Generative Adversarial Networks with Bidirectional Encoder Representations from Transformers for MRI to PET synthesisMar 10, 2026Adaptive Clinical-Aware Latent Diffusion for Multimodal Brain Image Generation and Missing Modality ImputationSep 26, 2023Thalamic nuclei segmentation from T$_1$-weighted MRI: unifying and benchmarking state-of-the-art methods with young and old cohortsJul 1, 2021A Multi-task Deep Feature Selection Method for Brain Imaging GeneticsJan 31, 2024IGCN: Integrative Graph Convolution Networks for patient level insights and biomarker discovery in multi-omics integrationOct 6, 2020Fast Mesh Data Augmentation via Chebyshev Polynomial of Spectral filteringOct 26, 2020Revisiting convolutional neural network on graphs with polynomial approximations of Laplace-Beltrami spectral filteringMar 18, 2026Robust-ComBat: Mitigating Outlier Effects in Diffusion MRI Data HarmonizationAug 10, 2020GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-tuning for Alzheimer's Disease Diagnosis from MRISep 26, 2025Spatio-Temporal Graph Deep Learning with Stochastic Differential Equations for Uncovering Alzheimer's Disease ProgressionMar 17, 2019An Optimized PatchMatch for Multi-scale and Multi-feature Label FusionJun 2, 2017Multiple Kernel Learning and Automatic Subspace Relevance Determination for High-dimensional Neuroimaging DataApr 26, 2024Enhancing Longitudinal Clinical Trial Efficiency with Digital Twins and Prognostic Covariate-Adjusted Mixed Models for Repeated Measures (PROCOVA-MMRM)Apr 2, 2022MRI-based Multi-task Decoupling Learning for Alzheimer's Disease Detection and MMSE Score Prediction: A Multi-site ValidationMay 2, 2022Predicting Time-to-conversion for Dementia of Alzheimer's Type using Multi-modal Deep Survival AnalysisJul 1, 2020Learning Common Harmonic Waves on Stiefel Manifold -- A New Mathematical Approach for Brain Network AnalysesJun 3, 2014Fiber Direction Estimation, Smoothing and Tracking in Diffusion MRINov 3, 2016High-dimensional regression over disease subgroupsMar 30, 2021Deep Learning in current Neuroimaging: a multivariate approach with power and type I error control but arguable generalization ability