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Abstract Introduction: Most ovarian cancer cases are diagnosed at advanced stages, primarily due to the limited efficacy of current classification systems that rely on imaging modalities with variable accuracy. Transvaginal ultrasound as an imaging modality is commonly achieved using the detection of morphological features, which has some limitations mainly related to sonographer experiences and subjective nature of the assessment.
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