Eleonora Musa

OBJECTIVES: The aim of this study was to compare the accuracy of seven classical Machine Learning (ML) models trained with ultrasound (US) soft markers to raise suspicion of endometriotic bowel involvement. MATERIALS AND METHODS: Input dat…

The aim of this study was to evaluate the use of ultrasound (US) soft markers to raise suspicion of uterosacral involvement in women suspected of having deep endometriosis. We included in this prospective observational study all patients wi…

In the present pictorial we show the ultrasonographic appearances of endometriosis in atypical sites. Scar endometriosis may present as a hypoechoic solid nodule with hyperechoic spots while umbilical endometriosis may appear as solid or pa…

the aim of this study was to compare the accuracy of seven classical machine learning models of ultrasound (US) soft markers in raising suspicion of bowel involvement using a dataset with previously published results. The data driven strate…

Endometriosis is a chronic multifactorial disease. It is caused by the spread of endometrial glands and stroma outside the uterine cavity. The transvaginal ultrasound is considered the first-line, noninvasive diagnostic method for the accur…

Pelvic inflammatory disease (PID) is a pathology of a woman's reproductive organs that originates from an infectious process spread through the cervix to the uterus, fallopian tubes up to the ovaries, and pelvic peritoneum. PID is the main …