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@med-air

Med-AIR@CUHK

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

Popular repositories Loading

  1. FedBN FedBN Public

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

    Python 220 33

  2. EndoNeRF EndoNeRF Public

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

    Python 172 14

  3. Endo-FM Endo-FM Public

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

    Python 142 13

  4. 3DSAM-adapter 3DSAM-adapter Public

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

    Python 130 12

  5. SurRoL SurRoL Public

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

    Python 119 18

  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 24 repositories
  • SoftTissueDeformation Public

    [IEEE TMI'24] Self-Supervised Cyclic Diffeomorphic Mapping for Soft Tissue Deformation Recovery in Robotic Surgery Scenes

    med-air/SoftTissueDeformation’s past year of commit activity
    0 0 0 0 Updated Jun 25, 2024
  • 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
    Python 119 MIT 18 1 0 Updated May 21, 2024
  • TOP-aSAH Public
    med-air/TOP-aSAH’s past year of commit activity
    Python 1 0 0 0 Updated May 13, 2024
  • TOP-GPM Public
    med-air/TOP-GPM’s past year of commit activity
    Python 11 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

    med-air/Endo-FM’s past year of commit activity
    Python 142 Apache-2.0 13 3 0 Updated Mar 27, 2024
  • EndoNeRF Public

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

    med-air/EndoNeRF’s past year of commit activity
    Python 172 14 14 1 Updated Mar 26, 2024
  • 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 8 0 0 0 Updated Mar 20, 2024
  • 3DSAM-adapter Public

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

    med-air/3DSAM-adapter’s past year of commit activity
    Python 130 12 28 0 Updated Mar 18, 2024
  • ICHSeg Public

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

    med-air/ICHSeg’s past year of commit activity
    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

    med-air/Client-DP-FL’s past year of commit activity
    Python 8 1 0 0 Updated Feb 4, 2024