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The research group CAMMA (Computational Analysis and Modeling of Medical Activities) led by Prof. Nicolas Padoy aims at developing new tools and methods based on computer vision, medical image analysis and machine learning to perceive, model, analyze and support clinician and staff activities in the operating room (OR) using the vast amount of digital data generated during surgeries. We are a joint group of the University of Strasbourg and the IHU MixSurg institute. We are also part of the wider research team AVR (Automatics, Vision and Robotics) in the ICube institute. We are located on the campus of Strasbourg’s University Hospital in the facilities of IHU Strasbourg and collaborate closely with the IRCAD institute and the Nouvel Hopital Civil.

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  1. ConvLSTM-Surgical-Tool-Tracker Public

    This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in surgical video data is modeled using a convolutional LSTM whi…

    Python 40 11

  2. TF-Cholec80 Public

    Library packaging the Cholec80 dataset for easy handling with Tensorflow.

    Jupyter Notebook 34 6

  3. ORPose-Depth Public

    Inference demo and evaluation scripts for the MICCAI-2019 paper "Human Pose Estimation on Privacy-Preserving Low-Resolution Depth Images"

    Python 22 4

  4. SelfSupSurg Public

    Official repository for "Dissecting Self-Supervised Learning Methods for Surgical Computer Vision"

    Python 36 11

  5. MVOR Public

    Multi-View Operating Room (MVOR) dataset consists of synchronized multi-view frames recorded by three RGB-D cameras in a hybrid OR during real clinical interventions. We provide camera calibration …

    Python 58 9

  6. cholect50 Public

    A repository for surgical action triplet dataset. Data are videos of laparoscopic cholecystectomy that have been annotated with <instrument, verb, target> labels for every surgical fine-grained act…

    Python 49 5

Repositories

Showing 10 of 42 repositories
  • cholectrack20 Public

    Dataset for multi-perspective surgical tool tracking

    Python 1 0 1 0 Updated Mar 23, 2025
  • Self-MVA Public

    Official code for "Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes"

    Python 1 0 0 0 Updated Mar 21, 2025
  • Team-OR Public
    Python 1 0 0 0 Updated Mar 20, 2025
  • surgitrack Public
    HTML 5 0 1 0 Updated Mar 16, 2025
  • Surg-FTDA Public
    Python 8 1 1 0 Updated Mar 10, 2025
  • PeskaVLP Public
    Python 3 1 0 0 Updated Mar 10, 2025
  • SurgVLP Public

    Learning multi-modal representations by watching hundreds of surgical video lectures

    Python 54 2 5 0 Updated Mar 4, 2025
  • SelfPose3d Public

    Official code for "SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation"

    Python 49 6 2 0 Updated Feb 21, 2025
  • Endoscapes Public

    Official Repository for the Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment

    43 2 2 0 Updated Jan 31, 2025
  • UltraSam Public
    Python 33 0 1 0 Updated Jan 15, 2025

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