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@med-air

Med-AIR@CUHK

Medical Image Analysis, Machine Learning, Surgical Data Science, Robotics

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  1. FedBN FedBN Public

    [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

    Python 265 41

  2. EndoNeRF EndoNeRF Public

    Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery

    Python 252 23

  3. SurRoL SurRoL Public

    [IROS'21] SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning

    Jupyter Notebook 219 31

  4. Endo-FM Endo-FM Public

    [MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train

    Python 210 26

  5. 3DSAM-adapter 3DSAM-adapter Public

    Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation

    Python 199 18

  6. HarmoFL HarmoFL Public

    [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images

    Python 90 15

Repositories

Showing 10 of 35 repositories
  • FedBN Public

    [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

    med-air/FedBN’s past year of commit activity
    Python 265 41 7 0 Updated Nov 13, 2025
  • SurRoL Public

    [IROS'21] SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning

    med-air/SurRoL’s past year of commit activity
    Jupyter Notebook 219 MIT 31 5 1 Updated Oct 26, 2025
  • HealthCards Public

    HealthCards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education

    med-air/HealthCards’s past year of commit activity
    Python 26 0 0 0 Updated Oct 13, 2025
  • EndoFM-LV Public

    [IEEE JBHI'25] Improving Foundation Model for Endoscopy Video Analysis via Representation Learning on Long Sequences

    med-air/EndoFM-LV’s past year of commit activity
    Python 20 Apache-2.0 1 0 0 Updated Oct 11, 2025
  • Endo-FM Public

    [MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train

    med-air/Endo-FM’s past year of commit activity
    Python 210 Apache-2.0 26 14 0 Updated Oct 11, 2025
  • GSR2 Public

    [IROS'25] Gaussian Splatting with Reflectance Regularization for Endoscopic Scene Reconstruction

    med-air/GSR2’s past year of commit activity
    2 MIT 0 0 0 Updated Jul 28, 2025
  • ClipGS Public

    [MICCAI'25] ClipGS: Clippable Gaussian Splatting for Interactive Cinematic Visualization of Volumetric Medical Data

    med-air/ClipGS’s past year of commit activity
    10 MIT 0 0 0 Updated Jul 28, 2025
  • DDxTutor Public
    med-air/DDxTutor’s past year of commit activity
    Python 3 0 0 0 Updated Jul 28, 2025
  • HeteroPFL Public

    [ICLR'24] Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate

    med-air/HeteroPFL’s past year of commit activity
    Python 13 1 1 0 Updated Jun 17, 2025
  • Interactive-registration Public

    [TMI'25] Towards Reliable AR-Guided Surgical Navigation: Interactive Deformation Modeling with Data-Driven Biomechanics and Prompts

    med-air/Interactive-registration’s past year of commit activity
    1 0 0 0 Updated Jun 4, 2025

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