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An ensemble machine learning model based on magnetic resonance imaging features for diagnosing deep infiltrating endometriosis.

To address the need for more objective and reproducible preoperative diagnosis of deep infiltrating endometriosis (DIE), this study aimed to develop and validate a weighted ensemble machine learning (ML) model …

Published: May 29, 2026, midnight
Pelvic Müllerian duct cyst with coexisting endometriosis: a case report.

Müllerian duct cyst (MDC) is an uncommon congenital lesion arising from incomplete regression of the paramesonephric duct. It typically presents as a midline pelvic cystic lesion and is often asymptomatic, …

Published: May 19, 2026, midnight
Preoperative Triple Pelvic Examination and Transvaginal Sonography: Diagnostic Predictive Value for Posterior Pelvic Deep Endometriosis.

To evaluate the predictive value of preoperative triple pelvic examination combined with transvaginal sonography (TVS) for posterior pelvic deep endometriosis (DE).

Published: March 14, 2026, midnight
Neutrophil-To-Lymphocyte and Platelet-To-Lymphocyte Ratios in atypical endometriosis and in Endometriosis-Associated ovarian-Cancer.

Atypical endometriosis (AE) is a histologically distinct entity considered a potential precursor to Endometriosis-Associated Ovarian Cancer (EAOC). Preoperative diagnosis is challenging as imaging often fails to distinguish AE from benign …

Published: March 14, 2026, midnight
Impact of lesion size and localization on symptom severity in intestinal endometriosis.

Intestinal endometriosis (IE) often presents with dyschezia, gastrointestinal (GI) dysfunction, dyspareunia, and dysmenorrhea. The impact of lesion localization and size on the severity of symptoms remains insufficiently studied, complicating preoperative …

Published: Feb. 12, 2026, midnight
Two Cases of Mesonephric-Like Adenocarcinoma Arising From Ovary and Peritoneal and Literature Review.

Reports of Mesonephric-like adenocarcinoma (MLA) arising from other than the ovary and uterus are exceedingly rare. This report details two cases of MLA in patients with a history of endometriosis. …

Published: Oct. 12, 2025, midnight
Case Report: Uterine mesothelial cyst in a nulliparous woman-diagnostic and clinical challenges of a rare benign lesion.

Uterine mesothelial cysts (UMCs) are rare, benign lesions that arise from the mesothelial lining of the uterus and are only sporadically documented in the literature. Because of their extremely low …

Published: Sept. 18, 2025, midnight
Cervical endometriosis mimicking cervical adenocarcinoma: A case report.

Cervical endometriosis is a rare benign condition characterized by ectopic endometrial glands and stroma within the cervix. Its clinical and imaging features resemble those of cervical adenocarcinoma, making preoperative diagnosis …

Published: Aug. 7, 2025, midnight
Preoperative classification of endometriosis: a narrative review of revised American Society for Reproductive Medicine (r-ASRM), #Enzian, American Association of Gynecologic Laparoscopists (AAGL) 2021, and Numerical Multi-Scoring System of Endometriosis (NMS-E) systems.

Endometriosis affects approximately 10% of women of reproductive age globally and is a leading cause of chronic pelvic pain and infertility. Accurate classification is essential for preoperative diagnosis, surgical planning, …

Published: June 26, 2025, midnight
Efficacy of Transvaginal Ultrasound vs Pelvic MRI in Preoperative Diagnosis of Pelvic Endometriosis.

BACKGROUND Experts and experience in the medical profession are required for diagnosis of pelvic endometriosis. The objective of this study was to compare the diagnostic parameters of transvaginal ultrasound versus …

Published: April 10, 2025, midnight
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