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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 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 37 10

  2. TF-Cholec80 TF-Cholec80 Public

    Library packaging the Cholec80 dataset for easy handling with Tensorflow.

    Jupyter Notebook 26 6

  3. ORPose-Depth 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 SelfSupSurg Public

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

    Python 33 9

  5. MVOR 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 54 9

  6. cholect50 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 42 4

Repositories

Showing 10 of 36 repositories
  • SurgVLP Public

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

    CAMMA-public/SurgVLP’s past year of commit activity
    Python 36 2 4 0 Updated Oct 25, 2024
  • SurgLatentGraph Public

    This repository contains the code associated with our 2023 TMI paper "Latent Graph Representations for Critical View of Safety Assessment" and our MICCAI 2023 paper "Encoding Surgical Videos as Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning".

    CAMMA-public/SurgLatentGraph’s past year of commit activity
    Python 24 2 0 0 Updated Oct 22, 2024
  • SSG-VQA Public

    SSG-VQA is a Visual Question Answering (VQA) dataset on laparoscopic videos providing diverse, geometrically grounded, unbiased and surgical action-oriented queries generated using scene graphs.

    CAMMA-public/SSG-VQA’s past year of commit activity
    Python 28 1 1 0 Updated Aug 29, 2024
  • endogen Public

    Surgical Text-To-Image Generation

    CAMMA-public/endogen’s past year of commit activity
    JavaScript 0 0 0 0 Updated Aug 23, 2024
  • CAMMA-public/surgical-imagen’s past year of commit activity
    HTML 4 0 0 0 Updated Jul 20, 2024
  • CAMMA-public/surgicalimagen’s past year of commit activity
    HTML 0 0 0 0 Updated Jul 15, 2024
  • DExTeR Public
    CAMMA-public/DExTeR’s past year of commit activity
    0 0 0 0 Updated Jul 9, 2024
  • ScalingSurgicalSSL Public Forked from CAMMA-public/SelfSupSurg

    Official repository for "Jumpstarting Surgical Computer Vision"

    CAMMA-public/ScalingSurgicalSSL’s past year of commit activity
    Python 1 9 0 0 Updated Jul 6, 2024
  • SelfPose3d Public

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

    CAMMA-public/SelfPose3d’s past year of commit activity
    Python 29 3 6 0 Updated Jun 22, 2024
  • CAMMA-public/MultiBypass140’s past year of commit activity
    Python 11 1 0 0 Updated Jun 8, 2024