My research focuses on developing intelligent, explainable, and application-oriented AI models to address challenges in healthcare diagnostics and intelligent systems. I work at the intersection of machine learning, biomedical signal processing, computer vision, and AIoT, with an emphasis on model interpretability, performance optimization, and practical deployment.