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Smart, automated junctional tourniquets leveraging AI-driven ultrasound guidance | Synapse
March 3, 2026
Open Access
Smart, automated junctional tourniquets leveraging AI-driven ultrasound guidance
ST
Sofia I. Hernandez Torres
TW
Theodore Winter
United States Army Institute of Surgical Research
IM
Isiah Mejia
United States Army Institute of Surgical Research
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Key Points
Automated junctional tourniquets improve hemorrhage control, addressing critical trauma needs.
Clinical efficacy demonstrated through AI-driven ultrasound guidance in real-time situations.
Assessment using advanced AI algorithms to optimize tourniquet application across various scenarios.
Potential to revolutionize trauma management, highlighting the need for further clinical trials.
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Cite This Study
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Torres et al. (Sun,) studied this question.
synapsesocial.com/papers/69a7656dbadf0bb9e87d9113
https://doi.org/https://doi.org/10.1038/s41598-026-37467-1