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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 40

  2. EndoNeRF EndoNeRF Public

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

    Python 249 22

  3. SurRoL SurRoL Public

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

    Jupyter Notebook 215 30

  4. Endo-FM Endo-FM Public

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

    Python 208 26

  5. 3DSAM-adapter 3DSAM-adapter Public

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

    Python 197 18

  6. HarmoFL HarmoFL Public

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

    Python 90 15

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