4 papers
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…
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…
AI-Powered Legal Intelligence System Architecture: A Comprehensive Framework for Automated Legal Consultation and Analysis
Sean Kalaycioglu, Bob Liu, Colin Hong +1
This paper introduces the Legal Intelligence and Client Engagement System (LICES), a novel architecture designed to redefine legal consultation services through the systematic inte…
Analytical Solution for Inverse Kinematics
Serdar Kalaycioglu, Anton de Ruiter, Ethan Fung +2
This paper introduces a closed-form analytical solution for the inverse kinematics (IK) of a 6 Degrees of Freedom (DOF) serial robotic manipulator arm, configured with six revolute…