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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 254 36

  2. EndoNeRF EndoNeRF Public

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

    Python 235 19

  3. Endo-FM Endo-FM Public

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

    Python 189 21

  4. 3DSAM-adapter 3DSAM-adapter Public

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

    Python 188 18

  5. SurRoL SurRoL Public

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

    Python 162 27

  6. HarmoFL HarmoFL Public

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

    Python 89 15

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