Hung Huu Pham on Muck Rack

Hung Huu Pham

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Articles

Explainable multimodal knee osteoarthritis diagnosis from X-ray images using anomaly detection with clinical and structural biomarkers

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By Hieu Phan, Dat Nguyen, Tuan Nguyen, Han Le, Triet Tran, Tho Quan, Hung Huu Pham, Du Quang Thai
| Nature Verified
Abstract Knee Osteoarthritis (KOA) is a common degenerative joint disease that impairs mobility and affects patients’ quality of life. Although many studies have applied AI in diagnosing KOA with some successes, numerous challenges remain unresolved. Most current diagnostic models primarily rely on X-ray images without incorporating clinical factors and knowledge, thereby limiting accuracy, especially at early stages.
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