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Qiang Guan

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#artificial intelligence Review Oct 2026

OA-MAP: Evidence-Grounded Multi-Agent Multimodal Framework for Interpretable Knee Osteoarthritis Progression

Knee osteoarthritis (KOA) progression prediction can support patient monitoring, requiring the integration of multimodal data and multidomain expertise. Moreover, isolated risk estimates provide limited insight underlying a prediction. To automate the progression assessment workflow and reduce manual effort while provi...

Si-Xu Chen, Ming-Rui Yang, Qiang Guan et al. · 0 citations

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