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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

    [Pattern Recognition 25] CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks

    Jupyter Notebook 460 28

  2. TAM TAM Public

    [ICCV25 Oral] Token Activation Map to Visually Explain Multimodal LLMs

    Python 153 4

  3. CLIPN CLIPN Public

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

    Python 142 11

  4. TriALS TriALS Public

    MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.

    Python 121 12

  5. GenericSSL GenericSSL Public

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

    Python 110 5

  6. AllSpark AllSpark Public

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

    Python 83 14

Repositories

Showing 10 of 99 repositories
  • CardiacCLIP Public

    [MICCAI 2025] CardiacCLIP: Video-based CLIP Adaptation for LVEF Prediction in a Few-shot Manner

    xmed-lab/CardiacCLIP’s past year of commit activity
    Jupyter Notebook 7 0 0 0 Updated Jan 4, 2026
  • DDaTR Public

    IEEE TMI 2025: DDaTR: Dynamic Difference-aware Temporal Residual Network for Longitudinal Radiology Report Generation

    xmed-lab/DDaTR’s past year of commit activity
    Python 11 2 0 0 Updated Dec 20, 2025
  • TAM Public

    [ICCV25 Oral] Token Activation Map to Visually Explain Multimodal LLMs

    xmed-lab/TAM’s past year of commit activity
    Python 153 4 1 1 Updated Dec 14, 2025
  • MultiEYE Public

    [IEEE TMI 2024] MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images

    xmed-lab/MultiEYE’s past year of commit activity
    Python 41 MIT 6 4 0 Updated Dec 8, 2025
  • SonoNexus Public

    SonoNexus:

    xmed-lab/SonoNexus’s past year of commit activity
    Python 2 1 0 0 Updated Dec 6, 2025
  • ECED Public

    Multi-Agent Collaboration for Integrating Echocardiography Expertise in Multi-Modal Large Language Models

    xmed-lab/ECED’s past year of commit activity
    7 MIT 0 0 0 Updated Dec 3, 2025
  • 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 34 MIT 0 1 0 Updated Nov 28, 2025
  • ZEBRA Public

    [NeurIPS 2025] Zebra: Towards Zero-Shot Cross-Subject Generalization for Universal Brain Visual Decoding

    xmed-lab/ZEBRA’s past year of commit activity
    Python 3 1 1 0 Updated Nov 26, 2025
  • Med-RwR Public

    Proactive Reasoning-with-Retrieval Framework for Medical Multimodal Large Language Models

    xmed-lab/Med-RwR’s past year of commit activity
    Python 7 MIT 0 1 0 Updated Nov 20, 2025
  • GeCA Public

    MICCAI 2024: An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis

    xmed-lab/GeCA’s past year of commit activity
    Python 10 2 0 0 Updated Nov 20, 2025
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