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cs.CV2026
Interpretable Image-Level Acne Severity Grading via EfficientNet-B0 Transfer Learning and Grad-CAM
Sophie Zeng, Sean Kalaycioglu, Collin Hong +1
Acne vulgaris affects most adolescents and many adults. Accurate severity grading guides treatment, monitoring, and clinical trial endpoints, but manual assessment using the Invest…
cs.CV2026
AI-Driven Three-Dimensional Reconstruction and Quantitative Analysis for Burn Injury Assessment
S. Kalaycioglu, C. Hong, K. Zhai +2
Accurate, reproducible burn assessment is critical for treatment planning, healing monitoring, and medico-legal documentation, yet conventional visual inspection and 2D photography…