AI is rapidly transforming numerous facets of healthcare, and blood film analysis is a prime example of this revolution. Traditionally, examining blood films has relied on experienced medical professionals who thoroughly examine these microscopic slides to detect various cellular abnormalities. However, the advent of AI-powered tools is poised to s