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@hzlab Multimodal Neuroimaging in Neuropsychiatric Disorders Laboratory

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    15 repositories

    • 2024_Cheng_Longitudinal_Brain_Age

      Public
      Repository for "Rate of brain aging associates with future executive function in Asian children and older adults"
      Python
      •1•0•0•0•Updated Jan 16, 2025Jan 16, 2025

    • website

      Public
      HZLab website
      HTML
      •0•0•0•0•Updated Jan 16, 2025Jan 16, 2025

    • 2024_Dong_Li_NeurIPS_Brain-JEPA

      Public
      Official codebase for "Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking" (NerIPS 2024, Spotlight).
      Python
      •9•1•0•0•Updated Oct 1, 2024Oct 1, 2024

    • WMH-DualTasker

      Public
      code for WMH-DualTasker: Jointly Weakly-Supervised White Matter Hyperintensity Segmentation and Visual Rating with Self-Supervised Consistency
      Python
      •1•0•0•0•Updated Sep 25, 2024Sep 25, 2024

    • EPVS_challenge

      Public
      MICCAI 2024 EPVS challenge
      Python
      •1•2•0•0•Updated Sep 24, 2024Sep 24, 2024

    • 2023_Chong_CommunBiol_Gripstrength_FC

      Public
      Repository for "Higher handgrip strength is linked to higher salience ventral attention functional network segregation in older adults"
      R
      •0•0•0•0•Updated Jan 15, 2024Jan 15, 2024

    • 2023_Chen_NeurIPS_MindVideo

      Public
      Repository for "Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity" (NeurIPS 2023)
      Python
      •27•1•0•0•Updated Dec 7, 2023Dec 7, 2023

    • 2023_Yue_TransPsy_Mindfulness_Reconfiguration

      Public
      Repository for "Mindfulness-based therapy improves brain functional network reconfiguration efficiency" (Translational Psychiatry 2023)
      MATLAB
      •0•1•0•0•Updated Sep 8, 2023Sep 8, 2023

    • 2021_Hu_SchRes_3DCNN_for_SZ_classification

      Public
      Repository for "Structural and diffusion MRI based schizophrenia classification using 2D pretrained and 3D naive Convolutional Neural Networks" (Schizophrenia Research 2022)
      Jupyter Notebook
      •2•3•0•0•Updated Aug 15, 2023Aug 15, 2023

    • 2020_Veldsman_BrainComms_Network_Degeneration

      Public
      Repository for "Degeneration of structural brain networks is associated with cognitive decline after ischaemic stroke" (Brain Communications 2020)
      MATLAB
      •
      MIT License
      •1•0•0•0•Updated Aug 7, 2023Aug 7, 2023

    • 2021_Qian_eLife_ADNI_FDG

      Public
      Repository for "Stage-dependent differential influence of metabolic and structural networks on memory across Alzheimer's disease continuum" (eLife 2022)
      R
      •
      GNU General Public License v3.0
      •1•1•0•0•Updated Aug 7, 2023Aug 7, 2023

    • 2023_Dong_MICCAI_Brain-TokenGT

      Public
      Repository for "Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding" (MICCAI 2023)
      Python
      •3•2•0•0•Updated Jun 28, 2023Jun 28, 2023

    • 2022_Chen_CVPR_Brain_Decoding

      Public
      Repository for "Seeing Beyond the Brain: Masked Modeling Conditioned Diffusion Model for Human Vision Decoding" (CVPR 2023)
      Python
      •
      MIT License
      •102•5•0•0•Updated Mar 30, 2023Mar 30, 2023

    • 2022_Wu_WMH_Seg_MIDL

      Public
      Repository for "Deeply supervised network for white matter hyperintensities segmentation with transfer learning" (MIDL 2022)
      Python
      •0•0•0•0•Updated May 16, 2022May 16, 2022

    • mnndl.github.io

      Public archive
      hzlab's website
      0•0•0•0•Updated May 18, 2017May 18, 2017