Dayton Firm Leads Development of Explainable AI Tool for Battlefield Medical Triage

REACT-X: Explainable AI Decision Support
DAYTON, Ohio — A Dayton-based technology company is leading a multidisciplinary effort to transform how medics make life-or-death decisions in combat and other high-risk environments. Mined XAI’s REACT-X — Resilient Explainable AI for Casualty Triage...

Mined XAI – REACT-X: Resilient Explainable AI for Casualty Triage with Logistics Awareness Using Deep Topological Modeling

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Project period
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Area of Interest (AOI): 2. Health and Human Performance 

Innovation: REACT-X introduces a predictive eXplainable Artificial Intelligence (XAI) platform that can change the future of battlefield medical triage, en route care, and medical logistics. By integrating multimodal datasets (physiologic signals, injury data, supply utilization records and other metadata), REACT-X provides a framework for identifying critical features to enable medics in resource-constrained, contested environments to triage casualty patients. The innovation...