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Bridging the Gap Between Artificial Intelligence and Clinical Readiness in Endometriosis Diagnosis: A Systematic Review.

To systematically evaluate the methodological quality and diagnostic performance of artificial intelligence (AI) applications, specifically machine learning (ML) and deep learning (DL), in the diagnosis of endometriosis through imaging and …

Published: April 30, 2026, midnight
LRP1 as a potential diagnostic and immunomodulatory target in endometriosis: evidence from multi-omics and single-cell analyses.

Endometriosis (EMS) is a common gynecological disease that seriously affects women's health and quality of life. However, the detailed dynamic cellular and molecular mechanisms underlying EMS pathogenesis remain largely unknown. …

Published: April 15, 2026, midnight
Clinical Value of Circulating Endometrial Cells in the Diagnosis and Stratified Diagnosis of Endometriosis.

Background/Objectives: The diagnosis of endometriosis (EM) remains challenging due to the lack of a perfect diagnostic standard and the poor concordance between clinical symptoms and lesion severity. Although laparoscopy is …

Published: April 15, 2026, midnight
Diagnostic test accuracy of each of the four IDEA ultrasound steps in predicting presence of deep endometriosis.

To determine the diagnostic performance of each additional step of the four-step International Deep Endometriosis Analysis (IDEA) consensus protocol for predicting the presence of deep endometriosis (DE) on transvaginal ultrasound.

Published: April 1, 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
Exploration of driver biomarkers and immune microenvironment in patients with endometriosis: Evidence from RNA-seq and machine learning.

Endometriosis (EM) is a condition that impacts roughly 10% of women within the reproductive age demographic on a global scale. Due to the limitations of conventional diagnostic techniques for endometriosis, …

Published: March 9, 2026, midnight
Menstrual Effluent in the Pathogenesis and Diagnosis of Endometriosis-A Systematic Review.

Background: The individual and social burden of endometriosis is high, and the diagnosis is usually delayed by 7-10 years. Menstrual effluent (ME) represents an accessible and uniquely informative biofluid. This …

Published: Feb. 26, 2026, midnight
Systemic Oxidative Stress Markers in Endometriosis: Elevated Advanced Glycation End Products and Sestrin 2 in Women with Ovarian Endometrioma.

Background/Objectives: Endometriosis is a chronic inflammatory disease characterized by ectopic endometrial tissue growth and is strongly associated with oxidative stress; however, systemic biomarkers reflecting this stress response remain limited. Advanced …

Published: Feb. 10, 2026, midnight
Identification of a circulating immunological signature as a liquid biopsy approach for the diagnosis of endometriosis.

Endometriosis is a chronic inflammatory disease characterized by ectopic endometrial tissue growth, causing pain and infertility. Diagnosis is often delayed due to reliance on imaging and invasive methods, highlighting the …

Published: Jan. 23, 2026, midnight
Diagnostic performance of the #Enzian classification via ultrasound compared to laparoscopic findings in endometriosis: a retrospective cohort study.

To assess the diagnostic performance of the ultrasound-based #Enzian classification in comparison with laparoscopic surgical findings in patients with endometriosis.

Published: Dec. 4, 2025, midnight
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