I work in biotech now using microscopy to understand diseases better. Same exact problems there- so much still depends on expert humans who can diagnose and deal with all the edge cases with ease. I see all these articles about amazing results using image recognition, and while some of the results are really good, they always depend on massively cleaned-up datasets.