A total of 950 features, including six significant features (age, gender, tumor location, CA125, CA19-9, and CEA) in patients’ clinical information, and 944 features from Pyradiomics documentation that could be categorized as seven classes (Figure S1) were extracted in the training group in Section 2.6. Here, CEACAM5 is linked to neoplasm.