Artificial Intelligence Into Ultrasound Diagnostics in Reproductive Medicine

Inclusion Criteria: * Women aged 18-45 years with clinical suspicion of endometriosis or adenomyosis, in whom the diagnosis of endometriosis is subsequently confirmed, including peritoneal, ovarian, and deep infiltrating endometriosis. The diagnosis is established by imaging, laparoscopy, or laparotomy, based on characteristic intraoperative findings and histological analysis (#Enzian classification). * Women undergoing ultrasound examination for suspected congenital uterine anomaly or other intracavitary uterine pathology. * Women with previously confirmed leiomyoma scheduled for surgical treatment. * Women scheduled for IVF treatment or embryo transfer. * Willingness and capacity to provide written informed consent prior to enrolment. Exclusion Criteria: * TVUS is not technically feasible. * Postmenopausal status. * Pregnancy. * Puerperium (up to 3 months postpartum). * Suspected premalignancy, or presence or history of malignancy. * Chronic comorbidities, including uncontrolled diabetes mellitus, severe cardiovascular or respiratory disease, systemic autoimmune disease, or uncontrolled thyroid dysfunction. * Other conditions, including psychiatric illness or substance use, and any circumstance in which study participation could pose a risk to the patient, or in which enrolment could bias the study results. * For the endometrial receptivity sub-study, confirmed uterine or endometrial pathology other than adenomyosis.