Lochan Upadhayay

Machine Learning-Based Detection and Area Quantification of Mechanical and Corrosion Damage in Tapered Hip Shafts

Corrosion and mechanical damage at modular femoral taper junctions remain important degradation mechanisms in total hip arthroplasty. Yet, their assessment commonly relies on ordinal visual scoring methods that reduce spatially heterogeneous damage to a single severity grade. Here, we present a SegFormer-based semantic...