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Kaijia Huang on Muck Rack

Kaijia Huang

As seen in: Nature
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Articles

A Multimodal large language model-based triage tool for osteoporotic vertebral compression fractures using posture and movement videos

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By Meiwei Zhang, Xiaoqing Jin, Shicai Xu, Xinlin Huang, Qiang Tang, Yu Zou, Lilan Liu, Yingjun Yang, Dejun Zhong, Chao Tang, Zhengli Zhong, Yehui Liao, Kaijia Huang
| Nature Verified
Abstract Osteoporotic vertebral compression fracture (OVCF) is common yet frequently underdiagnosed due to nonspecific symptoms and limited access to definitive imaging. We developed a two-stage screening framework that integrates prompt-guided multimodal large language model (LLM) feature extraction with machine-learning classification. In a multicenter cohort of 204 participants (102 OVCF, 102 controls), standardized posture images and functional videos were processed using pose estimation.
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