Augmented reality - XAware

Medical image analysis

Surgical database analysis

Clinician tracking

Surgical workflow analysis

  • 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.
     

    Latest News:

    • (Open positions) We are looking for multiple Research Scientists, Research Engineers, Postdocs, PhD students and MSc interns interested in Computer Assisted Surgery, Navigation, Medical Image Analysis, Computer Vision or Machine Learning to expand our team in AI for healthcare
    • [2022/06/24] One paper accepted by Elsevier Medical Image Analysis
    • [2022/06/24] One paper accepted by International Journal of Computer Assisted Radiology and Surgery
    • [2022/04/12] Our paper on the CholecTriplet2021 challenge organized last year at MICCAI EndoVis is out!
    • [2022/03/15] Registration to our international Surgical Data Science Summer School is open!
    • [2022/03/01] Check out the new CholecTriplet2022 challenge at MICCAI 2022 in Singapore!
    • [2022/02/23] One paper accepted by Elsevier Medical Image Analysis
    • [2022/02/18] One paper accepted at IPCAI 2022
    • [2022/02/08] One paper accepted by Surgical Endoscopy
    • [2021/12/09] Congratulations to Tong, who successfully defended his PhD thesis!
    • [2021/11/25] Successful real-time demonstration of our AI algorithms in the OR with live broadcast at Digestive Surgery Congress in Rome and World congress of Surgery in Barcelona!
    • [2021/11/20] Fellowships available at IHU Strasbourg for clinicians interested to join our AI research projects
    • [2021/11/19] Congratulations to Vinkle, who successfully defended his PhD thesis!
    • [2021/11/16] Congratulations to Chinedu, who successfully defended his PhD thesis!
    • [2021/10/18] Multiple internship positions available in 2022!
    • [2021/10/17] One paper accepted by Elsevier Medical Image Analysis
    • [2021/09/29] Join us at CLINICCAI, the first clinical day at MICCAI. Interview from Prof. Padoy about the event.
    • [2021/09/28] Try out our online DeepCVS protoype for live critical view of safety assessment!
    • [2021/09/27] IHU news: Artificial Intelligence for Safer Surgery
    • [2021/09/27] Check out our joint MICCAI demo with NVidia showing multiple AI models running on Clara AGX!
    • [2021/08/23] The CholecTriplet2021 challenge is sponsored by Medtronic/Digital Surgery
    • [2021/06/21] One paper accepted by the Journal of the American College of Surgeons
    • [2021/06/18] The winner of the CholecTriplet2021 challenge will be awarded a NVidia RTX 3090 GPU!
    • [2021/03/09] One paper accepted by the Journal of Visceral Surgery
    • [2021/03/04] Check out our CholecTriplet2021 challenge at MICCAI 2021!
    • [2021/02/28] One paper accepted at ICRA 2021
    • [2020/02/27] One long abstract accepted at IPCAI 2021
    • [2021/02/08] One paper accepted by IEEE Robotics and Automation Letters
    • [2021/01/01] CAMMA is now a joint AI research group between IHU Strasbourg and University of Strasbourg!
    • [2020/12/19] One paper accepted by Annals of Surgery
    • [2020/12/19] One paper accepted at IPCAI 2021
    • [2020/09/27] Our public code repository is online
    • [2020/09/17] One paper accepted at ACCV 2020
    • [2020/09/02] Nicolas Padoy is awarded a national ANR Chair in Artificial Intelligence for project AI4ORSafety
    • [2020/08/21] One paper accepted by Elsevier Machine Vision and Applications
    • [2020/07/11] One paper accepted by Annals of Surgery
    • [2020/07/07] One paper accepted by Visceral Surgery
    • [2020/06/23] Two papers accepted at MICCAI 2020
    • [2020/05/07] CVPR MCV is going virtual this year!
    • [2020/01/13] Talk by Daniel Hashimoto, MD, on “Clinical Insights in Machine Learning for Intraoperative Video”
    • [2020/11/01] The Medical Computer Vision (MCV) workshop will take place again at CVPR 2020!
    • [2019/10/04] One paper accepted by Proceedings of IEEE
    • [2019/09/24] One paper accepted by Surgical Endoscopy
    • [2019/07/17] One paper accepted by IEEE Transactions on Medical Imaging
    • [2019/07/01] One paper accepted at MICCAI 2019
    • [2019/06/20] Congratulations to Chinedu and Thibaut for their awards at IPCAI 2019!
    • [2019/04/12] New PhD opening sponsored by Intuitive Surgical
    • [2019/04/04] Congrats to Nicolas Loy Rodas, who has received a Unistra Foundation award for his PhD work!
    • [2019/01/26] One paper accepted at ICRA 2019
    • Past news

     

     

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