The interpretation of our conditional inference tree led us to conclude that, for women with an US impression of an adnexal mass of ovarian origin, a medium/high signal diffusion combined with CA125/CEA ratio ≥25 indicated a probability of 100% of diagnosing ovarian tumors; the majority of which (85.7%) being malignant. Here, CEACAM5 is linked to ovarian neoplasm.