Jason Yang And Ruoqi Li Featured In Xyz Media's "next Generation Of Innovators" Series For Developing An Ai-driven Multimodal Model Advancing Elderly Fall Risk Assessment
LOS ANGELES, June 22, 2025 (GLOBE NEWSWIRE) -- XYZ Media, a leading media company that bridges educational pursuits with technological innovation, is proud to announce the latest feature in its "Next Generation of Innovators" series, a digital campaign celebrating extraordinary young minds developing innovative solutions to global challenges. The latest series highlights two exceptional student researchers - Jason Yang of Head-Royce School in Oakland, CA, and Ruoqi Li of The Harker School in San Jose, CA - for their novel work in developing a multimodal machine learning framework that accurately assesses fall risk among the elderly using sensors, video, and contextual data.
Their research work showcases a first-of-its-kind AI-driven model that integrates wearable sensor data, 3D pose estimation from video using MediaPipe, and personal contextual insights to predict fall likelihood with exceptional precision. This approach not only outperforms previous AI models but also exceeds the predictive capabilities of traditional clinical tools.
"One in four seniors experiences a fall each year, and one in five dies within a year of a major fall," said Jason Yang. "My grandmother's fall landed her in the ER and forever impacted her mobility. That experience, coupled with Ruoqi's family story, drove us to develop an accessible, efficient, and accurate fall risk prediction model that could intervene and mitigate fall ...
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