Automated Segmentation of the Median Nerve in Cine Ultrasound using Transformer-based Artificial Intelligence (AI) Model

Comprehensive Summary of Development: Youtube Video


Karan R. Gujarati, Lokesh Bathala, Vaddadi Venkatesh, Raji S. Mathew, and Phaneendra K. Yalavarthy, "Transformer-based Automated Segmentation of the Median Nerve in Ultrasound Videos of Wrist-to-Elbow Region," IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control  71(1), 56-69 (2024). [doi: 10.1109/TUFFC.2023.3330539] PUBMED

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This work was carried out at Aster AI lab.

    - Indian Institute of Science, Bangalore
    - Aster-CMI Hospital
    - General Electric (GE) Healthcare M.Tech. Fellowship
    - C. V. Raman Postdoctoral Fellowship of
This work in part was supported by the WIPRO-GE Collaborative Laboratory on Artificial Intelligence in Healthcare and Medical  Imaging.

The software and applications developed are not intended, nor should they be construed, as claims that this can be used to diagnose, treat, mitigate, cure, prevent or otherwise be used for any disease or medical condition. The software/application has not been clinically proven or evaluated.

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Ultrasound AI Tool