As medical systems worldwide strive to deliver high-quality care while managing escalating costs and growing patient populations, optimizing clinical efficiency has emerged as a crucial objective. This pursuit of efficiency is not merely a matter of streamlining processes; it directly impacts patient outcomes, resource allocation, and the overall sustainability of healthcare systems. Recognizing this imperative, healthcare professionals and researchers are turning to artificial intelligence as a transformative tool to enhance clinical efficiency.