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@HKU-MedAI

MedAI@HKU

Advance biomedical data analysis to improve medical decision-making

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  1. MGCA MGCA Public

    [NeurIPS'22] Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning

    Jupyter Notebook 150 23

  2. EndoGS EndoGS Public

    [EARTH@MICCAI'2024] EndoGS: Deformable Endoscopic Tissues Reconstruction with Gaussian Splatting

    Python 122 4

  3. WSI-HGNN WSI-HGNN Public

    [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning

    Python 83 7

  4. GEM-3D GEM-3D Public

    Generative Enhancement for 3D Medical Images

    Python 63 4

  5. HIGT HIGT Public

    [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis

    Python 32 1

  6. LIG LIG Public

    [AAAI'2025] Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting

    Python 25 3

Repositories

Showing 10 of 20 repositories
  • MSL Public

    [TPAMI'2024] Multi-sensor Learning Enables Information Transfer across Different Sensory Data and Augments Multi-modality Imaging

    HKU-MedAI/MSL’s past year of commit activity
    Python 6 1 0 0 Updated Mar 10, 2025
  • LIG Public

    [AAAI'2025] Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting

    HKU-MedAI/LIG’s past year of commit activity
    Python 25 3 0 0 Updated Feb 15, 2025
  • FLEX Public

    Knowledge-Guided Adaptation of Pathology Foundation Models Improves Cross-domain Generalization and Demographic Fairness

    HKU-MedAI/FLEX’s past year of commit activity
    Python 1 0 0 0 Updated Jan 29, 2025
  • ConcepPath Public
    HKU-MedAI/ConcepPath’s past year of commit activity
    Python 20 0 0 0 Updated Jan 7, 2025
  • HKU-MedAI.github.io Public

    Lab homepage

    HKU-MedAI/HKU-MedAI.github.io’s past year of commit activity
    HTML 0 0 0 0 Updated Dec 29, 2024
  • TAD-Graph Public

    [TMI-2025]'TAD-Graph: Enhancing Whole Slide Image Analysis via Task-Aware Subgraph Disentanglement

    HKU-MedAI/TAD-Graph’s past year of commit activity
    Python 4 MIT 0 0 0 Updated Dec 22, 2024
  • HERGen Public

    [ECCV'2024] HERGen: Elevating Radiology Report Generation with Longitudinal Data

    HKU-MedAI/HERGen’s past year of commit activity
    Jupyter Notebook 18 2 3 0 Updated Nov 20, 2024
  • CATE Public

    Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement - NeurIPS 2024

    HKU-MedAI/CATE’s past year of commit activity
    Python 7 0 2 0 Updated Nov 19, 2024
  • MulT-EHR Public

    [Neural Networks'24] Multi-task Heterogeneous Graph Learning on Electronic Health Records

    HKU-MedAI/MulT-EHR’s past year of commit activity
    Jupyter Notebook 6 1 0 0 Updated Sep 22, 2024
  • HIGT Public

    [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis

    HKU-MedAI/HIGT’s past year of commit activity
    Python 32 1 3 0 Updated Sep 14, 2024
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