Even as ultrasound-models are expected to perform differently in variable centers and among diverse populations, our study was able to present the usefulness of IOTA-based sonologic risk scoring in predicting ovarian cancer in Filipino women as well as the diagnostic performance of ultrasound-based models when combined with biochemical markers such as CA-125 and MIA2G. Here, MUC16 is linked to ovarian cancer.