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@xmed-lab

xmed-lab

Medical AI and Computer Vision Group, HKUST

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  1. CLIP_Surgery CLIP_Surgery Public

    CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks

    Jupyter Notebook 385 25

  2. CLIPN CLIPN Public

    ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No

    Python 132 12

  3. GenericSSL GenericSSL Public

    NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation

    Python 92 5

  4. AllSpark AllSpark Public

    CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation

    Python 73 9

  5. DIF-Net DIF-Net Public

    MICCAI 2023: Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction

    Python 71 13

  6. TriALS TriALS Public

    MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.

    Python 70 5

Repositories

Showing 10 of 67 repositories
  • UDCHealth Public
    xmed-lab/UDCHealth’s past year of commit activity
    Python 1 0 0 0 Updated Jan 28, 2025
  • GPTrack Public
    xmed-lab/GPTrack’s past year of commit activity
    Python 3 0 0 0 Updated Jan 17, 2025
  • AATS Public
    xmed-lab/AATS’s past year of commit activity
    Python 1 0 0 0 Updated Jan 13, 2025
  • NumCLIP Public

    [ECCV 2024] Teach CLIP to Develop a Number Sense for Ordinal Regression

    xmed-lab/NumCLIP’s past year of commit activity
    Python 7 0 0 0 Updated Jan 9, 2025
  • ECBM Public

    ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations

    xmed-lab/ECBM’s past year of commit activity
    Jupyter Notebook 16 MIT 2 0 0 Updated Jan 9, 2025
  • SurgFormer Public
    xmed-lab/SurgFormer’s past year of commit activity
    Python 1 0 0 0 Updated Jan 7, 2025
  • CardiacNet Public
    xmed-lab/CardiacNet’s past year of commit activity
    Python 13 MIT 0 1 0 Updated Dec 27, 2024
  • MedRegA Public

    MedRegA: Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks

    xmed-lab/MedRegA’s past year of commit activity
    Python 20 0 1 0 Updated Dec 16, 2024
  • MultiEYE Public

    MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images

    xmed-lab/MultiEYE’s past year of commit activity
    Python 8 1 0 0 Updated Dec 16, 2024
  • FDDM Public

    MICCAI 2023: Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images

    xmed-lab/FDDM’s past year of commit activity
    Python 25 0 1 0 Updated Dec 13, 2024
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