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Shared Pathophysiology and Early Detection Biomarkers in Endometriosis and Polycystic Ovary Syndrome (PCOS): Opportunities for AI-Enabled Screening.

Endometriosis and polycystic ovary syndrome (PCOS) are common, multifactorial gynecological disorders shaped by endocrine imbalance, immune dysfunction, metabolic disruption, genetic susceptibility, and environmental exposures. Despite their major contribution to infertility …

Published: March 28, 2026, midnight
Integrating Metabolic and MicroRNA Profiling to the Diagnostics of Endometriosis: A Pilot Study.

Endometriosis affects a large number of women of reproductive age, and its pathogenesis is still unclear. It causes severe chronic pelvic pain, which is often misdiagnosed as irritable bowel syndrome, …

Published: March 27, 2026, midnight
Identifying Predictive Biomarkers and Immune Infiltration Features in Endometriosis.

Published: March 23, 2026, midnight
Using artificial intelligence to predict sexual health outcomes in endometriosis: a decision tree model algorithm.

Endometriosis profoundly impairs sexual function through complex interactions between pain, hormonal disturbances, psychological distress, and sociodemographic factors.

Published: March 23, 2026, midnight
sMICA/sMICB and Immune Checkpoint in Endometriosis: Toward a Minimally Invasive Diagnostic Model Based on Machine Learning.

Background: Endometriosis is a complex condition that impairs women's quality of life and reproductive potential. Its diagnosis remains significant challenge for clinicians. The aim of the study was to investigate …

Published: March 12, 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
Mechanism study of phthalate exposure promoting endometriosis: Based on the ferroptosis perspective.

Phthalates (PAEs), typical endocrine-disrupting chemicals (EDCs) that accumulate in the human body to induce reproductive toxicity, have epidemiological links to endometriosis (EM), but the underlying micro-mechanisms remain unclear. Ferroptosis is …

Published: March 2, 2026, midnight
The problem with the 'truth': rethinking ground truth for artificial intelligence in endometriosis diagnosis.

Artificial intelligence (AI) is revolutionizing how we practice medicine. In areas where we have traditionally struggled, such as diagnosing endometriosis, AI has significant potential to improve the breadth and accuracy …

Published: Feb. 25, 2026, midnight
Endometriosis pain index: development of a model to predict poor pain-related quality of life after endometriosis surgery through machine learning analysis of registry data.

Predictive tools are lacking for pain-related outcomes after endometriosis surgery. The objective of this study was to develop and validate a machine learning-based clinical model to predict poor pain-related quality …

Published: Feb. 25, 2026, midnight
Identification of a Potential Biomarker PDGFRA for Endometriosis Based on Comprehensive Analysis of Multiple Omics Data.

Endometriosis (EMs) is a common chronic inflammatory gynecological disorder. But the exact pathogenetic mechanism of the disease is not clear, with some theories proposing that the disease is caused by …

Published: Feb. 20, 2026, midnight
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