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A Machine Learning-Based Prediction Model for Deep Infiltrating Endometriosis.

Deep infiltrating endometriosis (DIE) is a severe endometriosis phenotype. This study aimed to develop and internally validate a machine learning-based predictive model for DIE using retrospective clinical data from a …

Published: Oct. 1, 2026, midnight
Transvaginal Ultrasound for Endometriosis: Learning From a Decade of Diagnostic Challenges Through a Retrospective Observational Cohort Study.

Endometriosis is a chronic, inflammatory condition associated with pelvic pain, subfertility, and reduced quality of life. Advances in enhanced transvaginal ultrasound (eTVUS), including systematic compartment-based scanning protocols and improved operator …

Published: Sept. 30, 2026, midnight
A Case of Deep Infiltrating Endometriosis Undergoing Malignant Transformation to Müllerian Adenosarcoma: Case Report and Literature Review.

Müllerian adenosarcoma (MA) is a rare malignant tumor of the female reproductive system. Owing to the limited number of clinical cases and the absence of characteristic clinical manifestations, its clinical …

Published: Sept. 27, 2026, midnight
Shortening the Endometriosis Diagnostic Pathway: A Narrative Review and Research Agenda.

Endometriosis is often diagnosed several years after the first onset of symptoms; however, the duration of this delay may vary depending on the population studied, the assessment starting point, and …

Published: Sept. 26, 2026, midnight
Gynecologic imaging errors and pitfalls: how to avoid misdiagnosis on pelvic MRI.

Pelvic magnetic resonance imaging (MRI) plays a pivotal role in evaluating gynecologic diseases, offering superior soft-tissue characterization, multiplanar imaging, and functional assessment compared to ultrasound and computed tomography. This article …

Published: Sept. 17, 2026, midnight
Ultrasound Sliding Sign Assessed by Transvaginal or Transrectal Route for Predicting Complete Pouch of Douglas Obliteration in Patients with Ovarian Endometriomas: An Exploratory Retrospective Study.

Background and Objective: The ultrasound sliding sign dynamically assesses pouch of Douglas (POD) obliteration in suspected endometriosis. Transvaginal (TVS) and transrectal (TRS) ultrasound are used in patients with and without …

Published: Sept. 17, 2026, midnight
Diagnostic Accuracy of the Kissing Ovaries Sign on Transvaginal Ultrasound for Prediction of Bowel Endometriosis in Women with Surgically Confirmed Endometriosis.

Endometriosis is a common gynecological disorder. Non-invasive imaging markers that predict disease severity and bowel involvement are clinically valuable. The purpose of the current study was to evaluate the diagnostic …

Published: Aug. 24, 2026, midnight
Targeting Imaging Modality in the Diagnosis of Endometriosis: 68Ga-FAPI-04 PET/CT.

Endometriosis is a chronic condition in reproductive-age women, and diagnosis can be delayed for 4-11 years due to nonspecific symptoms and limited imaging. This underscores the need for new methods …

Published: Aug. 24, 2026, midnight
Diagnostic Accuracy of Transvaginal Ultrasound for Endometriosis Does Not Differ Between Women Undergoing Their First Versus Any Subsequent Surgical Treatment.

Australian endometriosis guidelines recommend transvaginal ultrasound (TVUS) as the first-line investigation for endometriosis. Where endometriosis has been surgically treated, there is a risk of recurrent disease and repeat surgery. It …

Published: Aug. 18, 2026, midnight
The Role of Artificial Intelligence in the Radiological Diagnosis of Urogynecological and Obstetric Disorders: A Narrative Review.

Artificial intelligence (AI) has emerged as a transformative tool in radiological diagnosis, particularly in urogynaecology and obstetric disorders where accurate and timely imaging is essential. This narrative review evaluates current …

Published: Aug. 18, 2026, midnight
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