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Neutrophil-to-lymphocyte ratio and endometriosis: systematic review and meta-analysis.

Several biomarkers have been studied to explore the possibility of a non-invasive diagnosis of endometriosis. The aim of this review is to explore the possible role of the neutrophil-to-lymphocyte ratio …

Published: June 22, 2026, midnight
Emerging Pathways to Non-Invasive Diagnosis in Endometriosis: Integrating Machine Learning, Deep Learning and Multi-Omics Biomarkers.

Endometriosis is a chronic, debilitating condition affecting approximately 10-15% of reproductive-aged women and it is often associated with significant diagnostic delays due to its heterogeneity and unreliable non-invasive tests. Artificial …

Published: June 12, 2026, midnight
Epidemiology, Risk Factors, Diagnosis, and Comorbidities of Endometriosis: An Umbrella Review.

Background: Endometriosis is a chronic estrogen-dependent inflammatory disease estimated to affect up to 190 million women of reproductive age worldwide based on clinical and population-based estimates, although only 22.3 million …

Published: June 12, 2026, midnight
Machine learning models for non-invasive endometriosis triage using a laparoscopically and histologically verified cohort.

To develop and internally validate machine-learning models for non-invasive triage of women at risk for endometriosis using structured clinical variables in a laparoscopically and histologically verified cohort.

Published: June 7, 2026, midnight
Glycolytic reprogramming in endometriosis: molecular mechanisms, immune modulation, and non-hormonal therapeutic opportunities.

Endometriosis is a chronic gynecological disorder characterized by ectopic tissue growth and significant morbidity, yet current hormonal and surgical treatments often fail to prevent recurrence or entail severe side effects. …

Published: May 25, 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
Serum metabolic fingerprinting for diagnosis and therapeutic applications of ovarian endometriosis.

Ovarian endometriosis (OvE) is a gynecological disorder with endometrial tissue in the ovaries, for which effective non-invasive diagnosis and curative treatments are currently lacking. Serum samples were collected from both …

Published: Feb. 2, 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
Urinary microRNAs for the non-invasive diagnosis of endometriosis identified by next-generation sequencing and machine learning.

Endometriosis is a chronic gynecological disease associated with pain, infertility, and delayed diagnosis. Non-invasive biomarkers are urgently needed to facilitate earlier detection and reduce the reliance on diagnostic laparoscopy. MicroRNAs …

Published: Jan. 7, 2026, midnight
Ultrasound as a non-invasive diagnostic tool to detect deep endometriosis using the International Deep Endometriosis Analysis terminology.

To evaluate the performance of transvaginal ultrasound (TVS) using the International Deep Endometriosis Analysis (IDEA) terminology in the detection of deep endometriosis (DE).

Published: Dec. 29, 2025, midnight
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