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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 267 41

  2. EndoNeRF EndoNeRF Public

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

    Python 254 24

  3. SurRoL SurRoL Public

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

    Jupyter Notebook 222 32

  4. Endo-FM Endo-FM Public

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

    Python 212 26

  5. 3DSAM-adapter 3DSAM-adapter Public

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

    Python 201 18

  6. HarmoFL HarmoFL Public

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

    Python 91 15

Repositories

Showing 10 of 35 repositories
  • CMC Public

    This code is implementation of MICCAI 2024 "Robust Semi-Supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration"

    med-air/CMC’s past year of commit activity
    Python 51 MIT 5 4 0 Updated Jan 8, 2026
  • 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 267 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 222 MIT 32 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 21 Apache-2.0 2 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 212 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
    11 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