Nabeel Ashiq

Clinical Applications, Opportunities, and Implementation Challenges of AI in Emergency Medicine: A Narrative Review

EDs operate in high-acuity, time-sensitive, and resource-constrained environments where crowding, diagnostic uncertainty, boarding, variable patient acuity, and increasing documentation demands place substantial pressure on clinicians and health systems. AI, including machine learning, deep learning, natural language p...