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@med-air

Med-AIR@CUHK

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

Popular repositories

  1. FedBN FedBN Public

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

    Python 217 32

  2. EndoNeRF EndoNeRF Public

    [MICCAI'22] Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery

    Python 166 14

  3. Endo-FM Endo-FM Public

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

    Python 135 13

  4. 3DSAM-adapter 3DSAM-adapter Public

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

    Python 124 9

  5. SurRoL SurRoL Public

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

    Python 116 17

  6. HarmoFL HarmoFL Public

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

    Python 78 16

Repositories

Showing 10 of 23 repositories
  • SurRoL Public

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

    Python 116 MIT 17 1 0 Updated May 21, 2024
  • TOP-aSAH Public
    Python 1 0 0 0 Updated May 13, 2024
  • TOP-GPM Public
    Python 10 Apache-2.0 0 1 0 Updated Apr 9, 2024
  • Endo-FM Public

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

    Python 135 Apache-2.0 13 3 0 Updated Mar 27, 2024
  • EndoNeRF Public

    [MICCAI'22] Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery

    Python 166 14 13 1 Updated Mar 26, 2024
  • HeteroPFL Public

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

    Python 7 0 0 0 Updated Mar 20, 2024
  • 3DSAM-adapter Public

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

    Python 124 9 27 0 Updated Mar 18, 2024
  • ICHSeg Public

    [ISBI'24] Segmentation of Tiny Intracranial Hemorrhage via Learning-to-Rank Local Feature Enhancement

    Python 1 Apache-2.0 1 0 0 Updated Feb 28, 2024
  • Client-DP-FL Public

    [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging

    Python 6 1 0 0 Updated Feb 4, 2024
  • AI-Endo Public

    Code repository of AI-Endo

    Python 6 MIT 0 0 0 Updated Jan 16, 2024

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Python

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