EEG-Based Acute Pain Classification: Machine Learning Model Comparison and Real-Time Clinical Feasibility

Aavid Mathrawala, Dhruv Kurup, Josie Lau

Current pain assessment within hospitals often relies on self-reporting or non-specific EKG vital signs. This system leaves critically ill, sedated, and cognitively impaired patien…