The problem with the 'truth': rethinking ground truth for artificial intelligence in endometriosis diagnosis.

The impact of the limitations of surgery and recent improvements in the diagnostic capability of imaging technologies to detect endometriosis, has created a situation where endometriosis no longer has one clear 'gold standard' for diagnosis.