Jaeyoung Park

Achieving consistency in FedSAM using local adaptive distillation on sports image classification

2025 · PLoS ONE

Federated learning (FL) is an effective distributed learning paradigm for protecting client privacy, enabling multiple clients to collaboratively train a global model without uploading private data. It has promising applications in sports image classification. However, …

Defining an Ethical Explainability Metric for Measuring AI Trustworthiness in Connected Healthcare Systems

2026 · Information

Leveraging Artificial Intelligence (AI) ethically in connected healthcare systems requires a quantifiable framework that measures not only outcome correctness, but also the clarity, auditability, and ethical acceptability of model explanations in high-stakes clinical and cybersecurity …