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Salivary miRNAs in the diagnosis of endometriosis An invited narrative scientific literature review, commissioned by European Board and College of Obstetrics and Gynaecology (EBCOG).

Endometriosis is a common gynaecological condition, the diagnosis of which has been made for many years through invasive procedures, such as laparoscopy. In recent years, non-invasive methods have been proposed, …

Published: June 25, 2026, midnight
TongueNet-GYN: a multimodal deep learning framework for non-invasive gynecological disease screening in digital public health.

Gynecological diseases, such as polycystic ovary syndrome (PCOS) and endometriosis, are prevalent global health concerns. Conventional diagnostics often rely on invasive procedures or costly imaging, limiting accessibility in resource-constrained settings. …

Published: June 23, 2026, midnight
Optical Biopsy Offers Non-Invasive Endometrial Cancer Detection - Technology Networks

Optical Biopsy Offers Non-Invasive Endometrial Cancer Detection Technology Networks

Published: June 22, 2026, 9:27 a.m.
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
NMR-based serum metabolite and lipoprotein profiling for endometriosis across clinically relevant and physiological comparator settings: assessment of diagnostic utility and exploratory biological signals.

Reliable non-invasive biomarkers for endometriosis remain unavailable in routine practice, and their translational value depends on performance in symptomatic referral populations rather than only against healthy controls. We evaluated Nuclear …

Published: June 17, 2026, midnight
Uterine microbiome signatures associated with endometriosis.

Endometriosis is a chronic inflammatory disorder affecting ~ 10% of reproductive-age women, often causing pelvic pain and infertility. Despite its prevalence, diagnosis remains delayed due to non-specific symptoms and lack …

Published: June 16, 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
Hypoxia-induced regulations of cell adhesion molecules and their implications for pathogenesis, diagnosis, and treatment of endometriosis.

Endometriosis is a chronic inflammatory disease characterized by the presence of endometrial-like tissue outside the uterine cavity, affecting up to 10% of women of reproductive age. Despite extensive research, its …

Published: June 4, 2026, midnight
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